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Chung J, Xiao S, Gao Y, Soung YH. Recent Technologies towards Diagnostic and Therapeutic Applications of Circulating Nucleic Acids in Colorectal Cancers. Int J Mol Sci 2024; 25:8703. [PMID: 39201393 PMCID: PMC11354501 DOI: 10.3390/ijms25168703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 07/30/2024] [Accepted: 08/05/2024] [Indexed: 09/02/2024] Open
Abstract
Liquid biopsy has emerged as a promising noninvasive approach for colorectal cancer (CRC) management. This review focuses on technologies detecting circulating nucleic acids, specifically circulating tumor DNA (ctDNA) and circulating RNA (cfRNA), as CRC biomarkers. Recent advancements in molecular technologies have enabled sensitive and specific detection of tumor-derived genetic material in bodily fluids. These include quantitative real-time PCR, digital PCR, next-generation sequencing (NGS), and emerging nanotechnology-based methods. For ctDNA analysis, techniques such as BEAMing and droplet digital PCR offer high sensitivity in detecting rare mutant alleles, while NGS approaches provide comprehensive genomic profiling. cfRNA detection primarily utilizes qRT-PCR arrays, microarray platforms, and RNA sequencing for profiling circulating microRNAs and discovering novel RNA biomarkers. These technologies show potential in early CRC detection, treatment response monitoring, minimal residual disease assessment, and tumor evolution tracking. However, challenges remain in standardizing procedures, optimizing detection limits, and establishing clinical utility across disease stages. This review summarizes current circulating nucleic acid detection technologies, their CRC applications, and discusses future directions for clinical implementation.
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Affiliation(s)
| | | | | | - Young Hwa Soung
- Department of Pathology, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, USA; (J.C.); (S.X.); (Y.G.)
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Pereira IDS, Cruz ABD, Maia MM, Carneiro FM, Gava R, Spegiorin LCJF, Brandão CC, Truzzi IGDC, Junior GMDF, de Mattos LC, Pereira-Chioccola VL, Meira-Strejevitch CS. Identification and validation of reference genes of circulating microRNAs for use as control in gestational toxoplasmosis. Mol Biochem Parasitol 2023; 256:111592. [PMID: 37666471 DOI: 10.1016/j.molbiopara.2023.111592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 08/21/2023] [Accepted: 08/30/2023] [Indexed: 09/06/2023]
Abstract
Toxoplasmosis causes serious harm to the fetus, as tachyzoite dissemination, during pregnancy in women developing the primo-infection. The microRNAs (miRNAs) are small non-coding RNAs, which have regulatory roles in cells by silencing messenger RNA. Circulating miRNA are promising biomarkers for diagnosis and prognosis of numerous diseases. The miRNAs levels are estimated by quantitative real-time PCR (qPCR), however, the relative quantification of each miRNA expression requires proper normalization methods using endogenous miRNAs as control. This study analyzed the expression of three endogenous miRNAs (miR-484, miR -423-3p and miR-26b-5p) for use as normalizers in future studies of target miRNAs for gestational toxoplasmosis (GT). A total of 32 plasma samples were used in all assays divided in 21 from women with GT and 11 from healthy women. The stability of each endogenous miRNA was evaluated by the algorithm methods RefFinder that included GeNorm, Normfinder, BestKeeper and comparative delta-CT programs. The miR-484 was the most stably gene, and equivalently expressed in GT and NC groups. These results contribute to future studies of target miRNAs in clinical samples of women with gestational toxoplasmosis.
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Affiliation(s)
- Ingrid de Siqueira Pereira
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Allecineia Bispo da Cruz
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Marta Marques Maia
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Francieli Marinho Carneiro
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Ricardo Gava
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil
| | | | | | | | | | | | - Vera Lucia Pereira-Chioccola
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil
| | - Cristina Silva Meira-Strejevitch
- Centro de Parasitologia e Micologia, Instituto Adolfo Lutz, Sao Paulo, Brazil; Programa de Pós-Graduação em Ciências da Coordenadoria de Controle de Doenças da Secretaria de Estado da Saúde de São Paulo, Brazil.
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Pulliero A, Mastracci L, Tarantini L, Khalid Z, Bollati V, Izzotti A. Let-7a Downregulation Accompanied by KRAS Mutation Is Predictive of Lung Cancer Onset in Cigarette Smoke-Exposed Mice. Int J Mol Sci 2023; 24:11778. [PMID: 37511536 PMCID: PMC10380304 DOI: 10.3390/ijms241411778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/17/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Let-7 is a tumor suppressor microRNA targeting the KRAS lung oncogene. Let-7a downregulation is reversible during the early stages of lung carcinogenesis but is irreversible in cancer cells. The aim of this study is to shed light on the relationship between oncogene (KRAS) mutation and let-7a downregulation in cigarette smoke (CS)-induced lung carcinogenesis. METHODS A total of 184 strain H Swiss albino mice were either unexposed (control) or exposed to CS for 2 weeks (short CS) or 8 months (long CS). After 8 months, the lungs were individually collected. The following end points have been evaluated: (a) DNA methylation of the let-7a gene promoter by bisulphite-PCR and pyrosequencing; (b) let-7a expression by qPCR; (c) KRAS mutation by DNA pyrosequencing; (d) cancer incidence by histopathological examination. RESULTS let-7a expression decreased by 8.3% in the mice exposed to CS for two weeks (CS short) and by 33.4% (p ≤ 0.01) in the mice exposed to CS for 8 months (CS long). No significant difference was detected in the rate of let-7a-promoter methylation between the Sham-exposed mice (55.1%) and the CS short-(53%) or CS long (51%)-exposed mice. The percentage of G/T transversions in KRAS codons 12 and 13 increased from 2.3% (Sham) to 6.4% in CS short- and to 11.5% in CS long-exposed mice. Cancer incidence increased significantly in the CS long-exposed mice (11%) as compared to both the Sham (4%) and the CS short-exposed (2%) mice. In the CS long-exposed mice, the correlation between let-7a expression and the number of KRAS mutations was positive (R = +0.5506) in the cancer-free mice and negative (R = -0.5568) in the cancer-bearing mice. CONCLUSIONS The effects of CS-induced mutations in KRAS are neutralized by the high expression of let-7a in cancer-free mice (positive correlation) but not in cancer-bearing mice where an irreversible let-7a downregulation occurs (negative correlation). This result provides evidence that both genetic (high load of KRAS mutation) and epigenetic alterations (let-7a irreversible downregulation) are required to produce lung cancer in CS-exposed organisms.
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Affiliation(s)
| | - Luca Mastracci
- Department of Surgical Sciences and Integrated Diagnostics (DISC), Anatomic Pathology, University of Genoa, 16132 Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Letizia Tarantini
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
| | - Zumama Khalid
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Valentina Bollati
- Epiget Lab, Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Alberto Izzotti
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
- Department of Experimental Medicine, University of Genoa, 16132 Genoa, Italy
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Shi M, Han W, Loudig O, Shah CD, Dobkin JB, Keller S, Sadoughi A, Zhu C, Siegel RE, Fernandez MK, DeLaRosa L, Patel D, Desai A, Siddiqui T, Gombar S, Suh Y, Wang T, Hosgood HD, Pradhan K, Ye K, Spivack SD. Initial development and testing of an exhaled microRNA detection strategy for lung cancer case-control discrimination. Sci Rep 2023; 13:6620. [PMID: 37095155 PMCID: PMC10126132 DOI: 10.1038/s41598-023-33698-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 04/18/2023] [Indexed: 04/26/2023] Open
Abstract
For detecting field carcinogenesis non-invasively, early technical development and case-control testing of exhaled breath condensate microRNAs was performed. In design, human lung tissue microRNA-seq discovery was reconciled with TCGA and published tumor-discriminant microRNAs, yielding a panel of 24 upregulated microRNAs. The airway origin of exhaled microRNAs was topographically "fingerprinted", using paired EBC, upper and lower airway donor sample sets. A clinic-based case-control study (166 NSCLC cases, 185 controls) was interrogated with the microRNA panel by qualitative RT-PCR. Data were analyzed by logistic regression (LR), and by random-forest (RF) models. Feasibility testing of exhaled microRNA detection, including optimized whole EBC extraction, and RT and qualitative PCR method evaluation, was performed. For sensitivity in this low template setting, intercalating dye-based URT-PCR was superior to fluorescent probe-based PCR (TaqMan). In application, adjusted logistic regression models identified exhaled miR-21, 33b, 212 as overall case-control discriminant. RF analysis of combined clinical + microRNA models showed modest added discrimination capacity (1.1-2.5%) beyond clinical models alone: all subjects 1.1% (p = 8.7e-04)); former smokers 2.5% (p = 3.6e-05); early stage 1.2% (p = 9.0e-03), yielding combined ROC AUC ranging from 0.74 to 0.83. We conclude that exhaled microRNAs are qualitatively measureable, reflect in part lower airway signatures; and when further refined/quantitated, can potentially help to improve lung cancer risk assessment.
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Affiliation(s)
- Miao Shi
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Weiguo Han
- Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, AZ, USA
| | | | - Chirag D Shah
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Jay B Dobkin
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Ali Sadoughi
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Changcheng Zhu
- Pathology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Robert E Siegel
- Pulmonary Medicine, Icahn School of Medicine at Mount Sinai, James J. Peters Veterans Affairs Medical Center, New York, USA
| | | | - Lizett DeLaRosa
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | | | - Taha Siddiqui
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Saurabh Gombar
- Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Yousin Suh
- Reproductive Sciences (in Obstetrics and Gynecology), Columbia University, New York, USA
- Genetics and Development, Columbia University, New York, USA
| | - Tao Wang
- Biostatistics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - H Dean Hosgood
- Epidemiology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Kith Pradhan
- Biostatistics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Kenny Ye
- Biostatistics, Albert Einstein College of Medicine, Bronx, NY, USA
- Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Simon D Spivack
- Pulmonary Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
- Epidemiology, Albert Einstein College of Medicine, Bronx, NY, USA
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5
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Espinoza-Sanchez NA, Troschel F, Greve B, Götte M. Proteoglycan Expression Studied by MicroRNAs. Methods Mol Biol 2023; 2619:273-292. [PMID: 36662477 DOI: 10.1007/978-1-0716-2946-8_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
MicroRNAs are small noncoding RNAs that regulate gene expression at the posttranscriptional level. Proteoglycans are glycoproteins characterized by covalent attachment of a glycosaminoglycan chain, which have been identified as regulatory targets of microRNAs in a physiological and pathophysiological context. We present a strategy and detailed methods for the functional analysis of microRNA regulation of proteoglycans using human cancer cells as an application example. The experimental setup includes in silico microRNA target prediction, transfection of cancer cells with microRNA precursors, validation of target regulation by qPCR, flow cytometry and luciferase reporter assays, and an example for functional analysis and phenotype confirmation by complementation analysis.
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Affiliation(s)
- Nancy Adriana Espinoza-Sanchez
- Department of Gynecology and Obstetrics, Münster University Hospital, Muenster, Germany
- Department of Radiotherapy-Radiooncology, Münster University Hospital, Muenster, Germany
| | - Fabian Troschel
- Department of Radiotherapy-Radiooncology, Münster University Hospital, Muenster, Germany
| | - Burkhard Greve
- Department of Radiotherapy-Radiooncology, Münster University Hospital, Muenster, Germany
| | - Martin Götte
- Department of Gynecology and Obstetrics, Münster University Hospital, Muenster, Germany.
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Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis. Diagnostics (Basel) 2022; 12:diagnostics12020369. [PMID: 35204460 PMCID: PMC8871062 DOI: 10.3390/diagnostics12020369] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 01/27/2022] [Accepted: 01/29/2022] [Indexed: 02/04/2023] Open
Abstract
Early diagnosis increases the treatment success rate for active tuberculosis (ATB) and decreases mortality. MicroRNAs (miRNAs) have been studied as blood-based markers of several infectious diseases. We performed miRNA profiling to identify differentially expressed (DE) miRNAs using whole blood samples from 10 healthy controls (HCs), 15 subjects with latent tuberculosis infection (LTBI), and 12 patients with ATB, and investigated the expression of the top six miRNAs at diagnosis and over the treatment period in addition to performing miRNA-target gene network and gene ontology analyses. miRNA profiling identified 84 DE miRNAs in patients with ATB, including 80 upregulated and four downregulated miRNAs. Receiver operating characteristic curves of the top six miRNAs exhibited excellent distinguishing efficiency with an area under curve (AUC) value > 0.85. Among them, miR-199a-3p and miR-6886-3p can differentiate between ATB and LTBI. Anti-TB treatment restored the levels of miR-199b-3p, miR-199a-3p, miR-16-5p, and miR-374c-5p to HC levels. Furthermore, 108 predicted target genes were related to the regulation of cellular amide metabolism, intrinsic apoptotic signaling, translation, transforming growth factor beta receptor signaling, and cysteine-type endopeptidase activity. The DE miRNAs identified herein are potential biomarkers for diagnosis and therapeutic monitoring in ATB.
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Veryaskina YA, Titov SE, Zhimulev IF. Reference Genes for qPCR-Based miRNA Expression Profiling in 14 Human Tissues. Med Princ Pract 2022; 31:322-332. [PMID: 35354155 PMCID: PMC9485981 DOI: 10.1159/000524283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 03/22/2022] [Indexed: 11/19/2022] Open
Abstract
MicroRNAs (miRNAs) are promising biomarkers for the diagnosis and prognosis of various diseases. Quantitative PCR is the most frequently used method of measuring expression levels of miRNA. However, the lack of validated reference genes represents the main source of potential bias in results. It is normal practice to use small nuclear RNAs as reference genes; however, they often have variable expression. Researchers tend to prefer the most stable reference genes in each experiment. The review includes reference genes for the following tissue types: gliomas, lung cancer, melanoma, gastric cancer, liver cancer, prostate cancer, breast cancer, thyroid cancer, ovarian cancer, cervical cancer, endometrial cancer, rectal cancer, blood tumors, and placental tissues.
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Affiliation(s)
- Yulia Andreevna Veryaskina
- Laboratory of Gene Engineering, Institute of Cytology and Genetics, SB RAS, Novosibirsk, Russian Federation
- Department of the Structure and Function of Chromosomes, Laboratory of Molecular Genetics Institute of Molecular and Cellular Biology, SB RAS, Novosibirsk, Russian Federation
- *Yulia Andreevna Veryaskina,
| | - Sergei Evgenievich Titov
- Department of the Structure and Function of Chromosomes, Laboratory of Molecular Genetics Institute of Molecular and Cellular Biology, SB RAS, Novosibirsk, Russian Federation
- AO Vector-Best, Novosibirsk, Russian Federation
| | - Igor Fyodorovich Zhimulev
- Department of the Structure and Function of Chromosomes, Laboratory of Molecular Genetics Institute of Molecular and Cellular Biology, SB RAS, Novosibirsk, Russian Federation
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Donkers H, Hirschfeld M, Weiß D, Erbes T, Jaeger M, Pijnenborg JMA, Bekkers R, Galaal K. Usefulness of microRNA detection in the diagnostics of endometrial cancer. Acta Obstet Gynecol Scand 2021; 100:1148-1154. [PMID: 33705566 DOI: 10.1111/aogs.14141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/04/2021] [Accepted: 03/05/2021] [Indexed: 02/01/2023]
Abstract
INTRODUCTION MicroRNAs (miRNAs) are noncoding RNAs that regulate gene expression and contribute to the development of cancer. They have been shown to be stable in tissue samples and may be promising diagnostic biomarkers for endometrial cancer. MATERIAL AND METHODS A retrospective cohort study of women diagnosed with endometrial cancer between January 2017 and December 2017 was performed at the Royal Cornwall Hospital. Archived formalin-fixed paraffin-embedded samples were obtained from patients with endometrial cancer and healthy women. MicroRNA was isolated and quantitative real-time polymerase chain reaction was used to detect expression levels of miRNAs. RESULTS A total of 76 women were included: 36 endometrial cancer patients, 40 healthy controls. A distinct panel of miR-200a, miR-200b, miR-200c, miR-205, and miR-182 showed an area under the curve of 0.958, sensitivity 92%, specificity 89%, positive predictive value of 89% (95% CI 82%-94%) and negative predictive value of 91% (95% CI 85%-96%) in diagnosing endometrial cancer. High miR-182 expression levels were significantly related to high-grade endometrioid tumors compared with low-grade tumors. CONCLUSIONS We demonstrated high diagnostic accuracy of miRNA for detecting endometrial cancer. In addition, miRNA contributed to an improvement in distinguishing between high-grade and low-grade endometrioid tumors.
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Affiliation(s)
| | - Marc Hirschfeld
- Department of Obstetrics and Gynecology, Medical Center - University of Freiburg, Freiburg, Germany.,Institute of Veterinary Medicine, Georg-August-University Goettingen, Goettingen, Germany
| | - Daniela Weiß
- Department of Obstetrics and Gynecology, Medical Center - University of Freiburg, Freiburg, Germany
| | - Thalia Erbes
- Department of Obstetrics and Gynecology, Medical Center - University of Freiburg, Freiburg, Germany
| | - Markus Jaeger
- Department of Obstetrics and Gynecology, Medical Center - University of Freiburg, Freiburg, Germany
| | - Johanna M A Pijnenborg
- Department of Obstetrics & Gynecology, Radboud Institute for Health Science, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ruud Bekkers
- Grow School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.,Catharina Hospital, Eindhoven, The Netherlands
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Marengo B, Pulliero A, Corrias MV, Leardi R, Farinini E, Fronza G, Menichini P, Monti P, Monteleone L, Valenti GE, Speciale A, Perri P, Madia F, Izzotti A, Domenicotti C. Potential Role of miRNAs in the Acquisition of Chemoresistance in Neuroblastoma. J Pers Med 2021; 11:jpm11020107. [PMID: 33562297 PMCID: PMC7916079 DOI: 10.3390/jpm11020107] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/20/2021] [Accepted: 02/04/2021] [Indexed: 02/06/2023] Open
Abstract
Neuroblastoma (NB) accounts for about 8–10% of pediatric cancers, and the main causes of death are the presence of metastases and the acquisition of chemoresistance. Metastatic NB is characterized by MYCN amplification that correlates with changes in the expression of miRNAs, which are small non-coding RNA sequences, playing a crucial role in NB development and chemoresistance. In the present study, miRNA expression was analyzed in two human MYCN-amplified NB cell lines, one sensitive (HTLA-230) and one resistant to Etoposide (ER-HTLA), by microarray and RT-qPCR techniques. These analyses showed that miRNA-15a, -16-1, -19b, -218, and -338 were down-regulated in ER-HTLA cells. In order to validate the presence of this down-regulation in vivo, the expression of these miRNAs was analyzed in primary tumors, metastases, and bone marrow of therapy responder and non-responder pediatric patients. Principal component analysis data showed that the expression of miRNA-19b, -218, and -338 influenced metastases, and that the expression levels of all miRNAs analyzed were higher in therapy responders in respect to non-responders. Collectively, these findings suggest that these miRNAs might be involved in the regulation of the drug response, and could be employed for therapeutic purposes.
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Affiliation(s)
- Barbara Marengo
- Department of Experimental Medicine, University of Genova, 16100 Genova, Italy; (L.M.); (G.E.V.); (A.I.); (C.D.)
- Correspondence: ; Tel.: +39-010-3538831
| | | | - Maria Valeria Corrias
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16100 Genova, Italy; (M.V.C.); (P.P.)
| | - Riccardo Leardi
- Department of Pharmacy, University of Genova, 16100 Genova, Italy; (R.L.); (E.F.)
| | - Emanuele Farinini
- Department of Pharmacy, University of Genova, 16100 Genova, Italy; (R.L.); (E.F.)
| | - Gilberto Fronza
- UOC Mutagenesis and Cancer Prevention, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy; (G.F.); (P.M.); (P.M.); (A.S.)
| | - Paola Menichini
- UOC Mutagenesis and Cancer Prevention, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy; (G.F.); (P.M.); (P.M.); (A.S.)
| | - Paola Monti
- UOC Mutagenesis and Cancer Prevention, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy; (G.F.); (P.M.); (P.M.); (A.S.)
| | - Lorenzo Monteleone
- Department of Experimental Medicine, University of Genova, 16100 Genova, Italy; (L.M.); (G.E.V.); (A.I.); (C.D.)
| | - Giulia Elda Valenti
- Department of Experimental Medicine, University of Genova, 16100 Genova, Italy; (L.M.); (G.E.V.); (A.I.); (C.D.)
| | - Andrea Speciale
- UOC Mutagenesis and Cancer Prevention, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy; (G.F.); (P.M.); (P.M.); (A.S.)
| | - Patrizia Perri
- Laboratory of Experimental Therapies in Oncology, IRCCS Istituto Giannina Gaslini, 16100 Genova, Italy; (M.V.C.); (P.P.)
| | - Francesca Madia
- Medical Genetics Unit, IRCCS Giannina Gaslini Institute, 16100 Genova, Italy;
| | - Alberto Izzotti
- Department of Experimental Medicine, University of Genova, 16100 Genova, Italy; (L.M.); (G.E.V.); (A.I.); (C.D.)
- UOC Mutagenesis and Cancer Prevention, IRCCS Ospedale Policlinico San Martino, 16100 Genova, Italy; (G.F.); (P.M.); (P.M.); (A.S.)
| | - Cinzia Domenicotti
- Department of Experimental Medicine, University of Genova, 16100 Genova, Italy; (L.M.); (G.E.V.); (A.I.); (C.D.)
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Measurements Methods for the Development of MicroRNA-Based Tests for Cancer Diagnosis. Int J Mol Sci 2021; 22:ijms22031176. [PMID: 33503982 PMCID: PMC7865473 DOI: 10.3390/ijms22031176] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/15/2021] [Accepted: 01/22/2021] [Indexed: 12/19/2022] Open
Abstract
Studies investigating microRNAs as potential biomarkers for cancer, immune-related diseases, or cardiac pathogenic diseases, among others, have exponentially increased in the last years. In particular, altered expression of specific miRNAs correlates with the occurrence of several diseases, making these molecules potential molecular tools for non-invasive diagnosis, prognosis, and response to therapy. Nonetheless, microRNAs are not in clinical use yet, due to inconsistencies in the literature regarding the specific miRNAs identified as biomarkers for a specific disease, which in turn can be attributed to several reasons, including lack of assay standardization and reproducibility. Technological limitations in circulating microRNAs measurement have been, to date, the biggest challenge for using these molecules in clinical settings. In this review we will discuss pre-analytical, analytical, and post-analytical challenges to address the potential technical biases and patient-related parameters that can have an influence and should be improved to translate miRNA biomarkers to the clinical stage. Moreover, we will describe the currently available methods for circulating miRNA expression profiling and measurement, underlining their advantages and potential pitfalls.
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11
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Borisov E, Knyazeva M, Novak V, Zabegina L, Prisyazhnaya T, Karizkiy A, Berlev I, Malek A. Analysis of Reciprocally Dysregulated miRNAs in Eutopic Endometrium Is a Promising Approach for Low Invasive Diagnostics of Adenomyosis. Diagnostics (Basel) 2020; 10:E782. [PMID: 33022981 PMCID: PMC7601074 DOI: 10.3390/diagnostics10100782] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/26/2020] [Accepted: 10/01/2020] [Indexed: 01/07/2023] Open
Abstract
Endometriosis is a chronic disease characterized by the growth of endometrial tissue outside of the uterine cavity. Endometriosis affects up to 10% of women of reproductive age and has great social impact. The diagnostics of endometriosis are based on clinical appearance, ultrasound, and magnetic resonance imaging (MRI); however, a diagnosis is frequently hampered by the absence of objective criteria. Adenomyosis (AM) is a particular type of endometriosis wherein the spread of the ectopic endometrial gland is limited by the uterine myometrium. Alteration of the microRNA expression profile in the eutopic endometrium can be associated with AM, and may be assayed for diagnostic purposes. In the presented study, we aimed to explore the diagnostic potency of this approach. Eutopic endometrium specimens were collected from patients (n = 33) and healthy women (n = 30). The microRNA expression was profiled to select individual microRNAs with AM-associated expression alterations. A new method of two-tailed RT-qPCR microRNA analysis was applied to assay potential markers. The expression ratios of reciprocally dysregulated microRNAs were calculated, and the diagnostic potency of these parameters was evaluated by receiver operation curve (ROC) analysis. Mir-10b, miR-200c and miR-191 were significantly dysregulated in the eutopic endometrium of AM patients. The expression ratio of reciprocally dysregulated microRNAs allowed us to diagnose AM with a range of sensitivity from 65% to 74%, and of specificity from 72% to 86%. The analysis of microRNAs from the eutopic endometrium might present a promising low-invasive method of AM diagnostics.
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Affiliation(s)
- Evgeny Borisov
- Subcellular Technology Lab., N.N. Petrov National Medical Research Center of Oncology, 197758 Saint-Petersburg, Russia; (E.B.); (M.K.); (L.Z.); (I.B.)
- Oncosystem Ltd., 121205 Moscow, Russia
| | - Margarita Knyazeva
- Subcellular Technology Lab., N.N. Petrov National Medical Research Center of Oncology, 197758 Saint-Petersburg, Russia; (E.B.); (M.K.); (L.Z.); (I.B.)
- Oncosystem Ltd., 121205 Moscow, Russia
- Institute of Biomedical Systems and Biotechnologies, Peter the Great St. Petersburg Polytechnic University, 195251 Saint-Petersburg, Russia
| | - Veronika Novak
- Department of Obstetrics and Gynecology, North-Western State Medical University Named after I.I. Mechnikov, 195067 Saint-Petersburg, Russia; (V.N.); (T.P.)
| | - Lidia Zabegina
- Subcellular Technology Lab., N.N. Petrov National Medical Research Center of Oncology, 197758 Saint-Petersburg, Russia; (E.B.); (M.K.); (L.Z.); (I.B.)
- Oncosystem Ltd., 121205 Moscow, Russia
- Institute of Biomedical Systems and Biotechnologies, Peter the Great St. Petersburg Polytechnic University, 195251 Saint-Petersburg, Russia
| | - Tatyana Prisyazhnaya
- Department of Obstetrics and Gynecology, North-Western State Medical University Named after I.I. Mechnikov, 195067 Saint-Petersburg, Russia; (V.N.); (T.P.)
| | - Aleksey Karizkiy
- Information Technologies and Programming Faculty, Information Technologies, Mechanics and Optics University, 197101 Saint-Petersburg, Russia;
| | - Igor Berlev
- Subcellular Technology Lab., N.N. Petrov National Medical Research Center of Oncology, 197758 Saint-Petersburg, Russia; (E.B.); (M.K.); (L.Z.); (I.B.)
- Department of Obstetrics and Gynecology, North-Western State Medical University Named after I.I. Mechnikov, 195067 Saint-Petersburg, Russia; (V.N.); (T.P.)
| | - Anastasia Malek
- Subcellular Technology Lab., N.N. Petrov National Medical Research Center of Oncology, 197758 Saint-Petersburg, Russia; (E.B.); (M.K.); (L.Z.); (I.B.)
- Oncosystem Ltd., 121205 Moscow, Russia
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12
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Savolainen K, Scaravilli M, Ilvesmäki A, Staff S, Tolonen T, Mäenpää JU, Visakorpi T, Auranen A. Expression of the miR-200 family in tumor tissue, plasma and urine of epithelial ovarian cancer patients in comparison to benign counterparts. BMC Res Notes 2020; 13:311. [PMID: 32611374 PMCID: PMC7329467 DOI: 10.1186/s13104-020-05155-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Accepted: 06/25/2020] [Indexed: 02/07/2023] Open
Abstract
Objective Plasma, but also urine sample could represent a simple liquid biopsy for ovarian cancer biomarker detection. The miRNA-200 family has been shown to be dysregulated in ovarian cancer. The aim of this study was to isolate three members of miR-200 family from tumor tissue, plasma and urine of high-grade serous ovarian cancer patients in comparison with samples from patients with benign ovarian tumors. This is a methodological pilot study of a prospective ovarian cancer patient cohort investigating the potential of liquid biopsies and the role of miRNAs in ovarian cancer treatment. Results MiR-200a, miR-200b and miR-200c were isolated from samples of nine ovarian cancer patients and seven patients with benign ovarian tumor. The most significant finding is that all three miRNAs were detectable in all sample types. Tumor tissue and plasma, but not urine analysis was able to discriminate malignant and benign samples. A correlation between the miRNA-200 expression in urine and plasma was observed in malignant samples only. Plasma and urine with respect to miRNA detection show potential according to this study, but larger studies are needed to clarify the usefulness of these liquid biopsies in ovarian cancer. Trial registration: ClinicalTrials.gov NCT02758652, May 2, 2016.
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Affiliation(s)
- Kalle Savolainen
- Department of Obstetrics and Gynecology, Tampere University Hospital, P.O.box 2000, 33521, Tampere, Finland. .,Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.
| | - Mauro Scaravilli
- Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.,Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Antti Ilvesmäki
- Department of Obstetrics and Gynecology, Tampere University Hospital, P.O.box 2000, 33521, Tampere, Finland
| | - Synnöve Staff
- Department of Obstetrics and Gynecology, Tampere University Hospital, P.O.box 2000, 33521, Tampere, Finland.,Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Teemu Tolonen
- Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.,Fimlab Laboratories, Tampere University Hospital, Tampere, Finland
| | - Johanna U Mäenpää
- Department of Obstetrics and Gynecology, Tampere University Hospital, P.O.box 2000, 33521, Tampere, Finland.,Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Tapio Visakorpi
- Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Annika Auranen
- Department of Obstetrics and Gynecology, Tampere University Hospital, P.O.box 2000, 33521, Tampere, Finland.,Tays Cancer Centre, Tampere University Hospital and Tampere University, Tampere, Finland
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13
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Ayakannu T, Taylor AH, Konje JC. Selection of Endogenous Control Reference Genes for Studies on Type 1 or Type 2 Endometrial Cancer. Sci Rep 2020; 10:8468. [PMID: 32439920 PMCID: PMC7242460 DOI: 10.1038/s41598-020-64663-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 04/02/2020] [Indexed: 02/02/2023] Open
Abstract
A panel of 32 candidate reference genes was used to identify the most stable genes for gene normalisation in quantitative RT-PCR studies using endometrial biopsies obtained from women with endometrial cancer (type 1 or type 2) and without cancer (controls). RNA from the biopsies was isolated, examined for purity and quality, and then reverse transcribed into cDNA before being subjected to real-time qRT-PCR analysis in triplicate within the TaqMan gene Expression Assay kit. The most 'stable' endogenous control genes were then identified using the geNorm qbase + 2 and NormFinder software packages. PSMC4, PUM1 and IPO8 were identified as the best reference genes combination for type 1 endometrial cancer (grades 1, 2 and 3), whereas for type 2 endometrial cancer (serous and carcinosarcoma), UBC, MRPL19, PGK1 and PPIA were the best reference genes combination. We conclude that the use of these normaliser combinations should provide accurate interpretation of gene expression at the transcript level in endometrial cancer studies especially for types 1 and 2 cancers.
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Affiliation(s)
- Thangesweran Ayakannu
- Faculty of Health and Life Sciences, University of Liverpool, Thompson Yates Brownlow Hill, Liverpool, L69 3GB, UK.
- Reproductive Sciences Section, Department of Cancer Studies and Molecular Medicine, University of Leicester, Leicester, UK.
- Gynaecology Oncology Cancer Centre, Liverpool Women's NHS Foundation Trust, Liverpool Women's Hospital, Liverpool, UK.
| | - Anthony H Taylor
- Faculty of Health and Life Sciences, University of Liverpool, Thompson Yates Brownlow Hill, Liverpool, L69 3GB, UK
- Department of Molecular and Cell Biology, University of Leicester, Leicester, Leicestershire, UK
| | - Justin C Konje
- Faculty of Health and Life Sciences, University of Liverpool, Thompson Yates Brownlow Hill, Liverpool, L69 3GB, UK
- Department of Obstetrics and Gynaecology, Sidra Medicine, Women's Wellness and Research Center, HMC, Doha, Qatar
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14
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Goodwin AJ, Li P, Halushka PV, Cook JA, Sumal AS, Fan H. Circulating miRNA 887 is differentially expressed in ARDS and modulates endothelial function. Am J Physiol Lung Cell Mol Physiol 2020; 318:L1261-L1269. [PMID: 32321279 DOI: 10.1152/ajplung.00494.2019] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Circulating microRNAs (miRNAs) can be taken up by recipient cells and have been recently associated with the acute respiratory distress syndrome (ARDS). Their role in host predisposition to the syndrome is unknown. The objective of the study was to identify circulating miRNAs associated with the development of sepsis-related ARDS and examine their impact on endothelial cell gene expression and function. We determined miRNA levels in plasma collected from subjects during the first 24 h of admission to a tertiary intensive care unit for sepsis. A miRNA that was differentially expressed between subjects who did and did not develop ARDS was identified and was transfected into human pulmonary microvascular endothelial cells (HPMECs). RNA sequencing, in silico analysis, cytokine expression, and leukocyte migration assays were used to determine the impact of this miRNA on gene expression and cell function. In two cohorts, circulating miR-887-3p levels were elevated in septic patients who developed ARDS compared with those who did not. Transfection of miR-887-3p into HPMECs altered gene expression, including the upregulation of several genes previously associated with ARDS (e.g., CXCL10, CCL5, CX3CL1, VCAM1, CASP1, IL1B, IFNB, and TLR2), and activation of cellular pathways relevant to the response to infection. Functionally, miR-887-3p increased the endothelial release of chemokines and facilitated trans-endothelial leukocyte migration. Circulating miR-887-3p is associated with ARDS in critically ill patients with sepsis. In vitro, miR-887-3p regulates the expression of genes relevant to ARDS and neutrophil tracking. This miRNA may contribute to ARDS pathogenesis and could represent a novel therapeutic target.
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Affiliation(s)
- Andrew J Goodwin
- Division of Pulmonary, Critical Care, Allergy, and Sleep Medicine, Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Pengfei Li
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Perry V Halushka
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina.,Department of Pharmacology, Medical University of South Carolina, Charleston, South Carolina
| | - James A Cook
- Department of Neurosciences, Medical University of South Carolina, Charleston, South Carolina
| | - Aman S Sumal
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Hongkuan Fan
- Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina
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15
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Ibrahim MA, Radwan MI, Kim HK, Han J, Warda M. Evaluation of global expression of selected genes as potential candidates for internal normalizing control during transcriptome analysis in dromedary camel (camelus dromedarius). Small Rumin Res 2020. [DOI: 10.1016/j.smallrumres.2020.106050] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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16
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Ritter A, Hirschfeld M, Berner K, Rücker G, Jäger M, Weiss D, Medl M, Nöthling C, Gassner S, Asberger J, Erbes T. Circulating non‑coding RNA‑biomarker potential in neoadjuvant chemotherapy of triple negative breast cancer? Int J Oncol 2019; 56:47-68. [PMID: 31789396 PMCID: PMC6910196 DOI: 10.3892/ijo.2019.4920] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 09/26/2019] [Indexed: 12/11/2022] Open
Abstract
Due to the positive association between neoadjuvant chemotherapy (NACT) and the promising early response rates of patients with triple negative breast cancer (TNBC), including probabilities of pathological complete response, NACT is increasingly used in TNBC management. Liquid biopsy-based biomarkers with the power to diagnose the early response to NACT may support established monitoring tools, which are to a certain extent imprecise and costly. Simple serum- or urine-based analyses of non-coding RNA (ncRNA) expression may allow for fast, minimally-invasive testing and timely adjustment of the therapy regimen. The present study investigated breast cancer-related ncRNAs [microRNA (miR)-7, -9, -15a, -17, -18a, -19b, -21, -30b, -222 and -320c, PIWI-interacting RNA-36743 and GlyCCC2] in triple positive BT-474 cells and three TNBC cell lines (BT-20, HS-578T and MDA-MB-231) treated with various chemotherapeutic agents using reverse transcription-quantitative PCR. Intracellular and secreted microvesicular ncRNA expression levels were analysed using a multivariable statistical regression analysis. Chemotherapy-driven effects were investigated by analysing cell cycle determinants at the mRNA and protein levels. Serum and urine specimens from 8 patients with TNBC were compared with 10 healthy females using two-sample t-tests. Samples from the patients with TNBC were compared at two time points. Chemotherapeutic treatments induced distinct changes in ncRNA expression in TNBC cell lines and the BT-474 cell line in intra- and extracellular compartments. Serum and urine-based ncRNA expression analysis was able to discriminate between patients with TNBC and controls. Time point comparisons in the urine samples of patients with TNBC revealed a general rise in the level of ncRNA. Serum data suggested a potential association between piR-36743, miR-17, -19b and -30b expression levels and an NACT-driven complete clinical response. The present study highlighted the potential of ncRNAs as liquid biopsy-based biomarkers in TNBC chemotherapy treatment. The ncRNAs tested in the present study have been previously investigated for their involvement in BC or TNBC chemotherapy responses; however, these previous studies were restricted to patient tissue or in vitro models. The data from the present study offer novel insight into ncRNA expression in liquid samples from patients with TNBC, and the study serves as an initial step in the evaluation of ncRNAs as diagnostic biomarkers in the monitoring of TNBC therapy.
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Affiliation(s)
- Andrea Ritter
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Marc Hirschfeld
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Kai Berner
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Gerta Rücker
- Institute of Medical Biometry and Statistics, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79104 Freiburg, Germany
| | - Markus Jäger
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Daniela Weiss
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Markus Medl
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Claudia Nöthling
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Sandra Gassner
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Jasmin Asberger
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
| | - Thalia Erbes
- Department of Obstetrics and Gynecology, Faculty of Medicine, Medical Center‑University of Freiburg, D‑79106 Freiburg, Germany
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17
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Wu X, Han Y, Liu F, Ruan L. Downregulations of miR-449a and miR-145-5p Act as Prognostic Biomarkers for Endometrial Cancer. J Comput Biol 2019; 27:834-844. [PMID: 31513434 DOI: 10.1089/cmb.2019.0215] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
This investigation aimed to explore the underlying prognosis-associated microRNA (miRNA) biomarkers in endometrial cancer. Homo sapiens miRNA data set GSE35794 and miRNA data in TGGA database were downloaded and applied to screen the differentially expressed miRNAs (DE-miRNAs) using unpaired t-test in limma package in R. Basing on Venn analysis, the overlapped DE-miRNAs were screened and their potential targets were predicted according to miRWalk followed by target functional enrichment analyses and protein-protein interaction network visualized using Cytoscape. Finally, according to the information provided by the The Cancer Genome Atlas (TCGA) database, correlations between miRNAs or targets and patient prognosis were analyzed by survival package in R. A total of 24 overlapped DE-miRNAs were identified between endometrioid endometrial cancer samples and normal samples. Then, the miRNA-target regulatory network was constructed, including 11 upregulated miRNAs (e.g., miR-200a, miR-200b, and miR-200c) and five downregulated miRNAs (e.g., miR-449a, miR-145-5p, and miR-145-3p). Lymphocyte enhancer factor-1 (LEF1) was predicted to be a target of miR-449a and SOX11 was a target of miR-145-5p. Functional enrichment analyses of these targets were significantly related to the biological process of "negative regulation of transcription from RNA polymerase II promoter" and "positive regulation of transcription from RNA polymerase II promoter" (e.g., NOTCH1, LEF1, and SOX11). In addition, survival analysis showed that miR-449a, miR-145-5p, and LEF1 were approximately correlated with the overall survival prognosis of endometrial cancer patients. Downregulations of miR-449a and miR-145-5p might be involved in the pathogenesis of endometrial cancer and could act as prognostic biomarkers for endometrial cancer patients.
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Affiliation(s)
- Xihai Wu
- Department of Gynecology and Obstetrics, Jinan Central Hospital Affiliated to Shandong University, Jinan, China
| | - Yunhui Han
- Department of Gynecology and Obstetrics, Jinan Central Hospital Affiliated to Shandong University, Jinan, China
| | - Fangmei Liu
- Department of Gynecology and Obstetrics, Jinan Central Hospital Affiliated to Shandong University, Jinan, China
| | - Lihong Ruan
- Department of Gynecology and Obstetrics, Jinan Central Hospital Affiliated to Shandong University, Jinan, China
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18
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Madadi S, Schwarzenbach H, Lorenzen J, Soleimani M. MicroRNA expression studies: challenge of selecting reliable reference controls for data normalization. Cell Mol Life Sci 2019; 76:3497-3514. [PMID: 31089747 PMCID: PMC11105490 DOI: 10.1007/s00018-019-03136-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 04/13/2019] [Accepted: 05/06/2019] [Indexed: 02/06/2023]
Abstract
Accurate determination of microRNA expression levels is a prerequisite in using these small non-coding RNA molecules as novel biomarkers in disease diagnosis and prognosis. Quantitative PCR is the method of choice for measuring the expression levels of microRNAs. However, a major obstacle that affects the reliability of results is the lack of validated reference controls for data normalization. Various non-coding RNAs have previously been used as reference controls, but their use may lead to variations and lack of comparability of microRNA data among the studies. Despite the growing number of studies investigating microRNA profiles to discriminate between healthy and disease stages, robust reference controls for data normalization have so far not been established. In the present article, we provide an overview of different reference controls used in various diseases, and highlight the urgent need for the identification of suitable reference controls to produce reliable data. Our analysis shows, among others, that RNU6 is not an ideal normalizer in studies using patient material from different diseases. Finally, our article tries to disclose the challenges to find a reference control which is uniformly and stably expressed across all body tissues, fluids, and diseases.
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Affiliation(s)
- Soheil Madadi
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Heidi Schwarzenbach
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, 20246, Hamburg, Germany
| | - Johan Lorenzen
- Department of Nephrology, University Hospital Zürich, Zurich, Switzerland
| | - Meysam Soleimani
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Hamadan University of Medical Sciences, Hamadan, Iran.
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19
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Santamaria-Martos F, Benítez I, Zapater A, Girón C, Pinilla L, Fernandez-Real JM, Barbé F, Ortega FJ, Sánchez-de-la-Torre M. Identification and validation of circulating miRNAs as endogenous controls in obstructive sleep apnea. PLoS One 2019; 14:e0213622. [PMID: 30865706 PMCID: PMC6415855 DOI: 10.1371/journal.pone.0213622] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 02/25/2019] [Indexed: 01/01/2023] Open
Abstract
microRNAs (miRNAs) are non-coding RNAs highly relevant as biomarkers for disease. A seminal study that explored the role of miRNAs in obstructive sleep apnea syndrome (OSA) demonstrated their usefulness in clinical management. Nevertheless, the miRNAs that may act as endogenous controls (ECs) have not yet been established. The identification of ECs would contribute to the standardization of these biomarkers in OSA. The objective of the study is to identify miRNAs that can be used as ECs in OSA. We evaluated 100 patients divided into two different cohorts: a learning cohort of 10 non-OSA and 30 OSA patients, and a validation cohort (20 non-OSA and 40 OSA patients). In the learning cohort, a profile of 188 miRNAs was determined in plasma by TaqMan Low Density Array. The best EC candidates were identified by mean center+SD normalization and concordance correlation restricted normalization. The results were validated using NormFinder and geNorm to assess the stability of those ECs. Eight miRNAs were identified as EC candidates. The combination miRNA-106a/miRNA-186 was identified as the most stable among all candidates. We identified a set of ECs to be used in the determination of circulating miRNA in OSA that may contribute to the homogeneity of results.
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Affiliation(s)
- Fernando Santamaria-Martos
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
| | - Ivan Benítez
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Andrea Zapater
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
| | - Cristina Girón
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
| | - Lucía Pinilla
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
| | - Jose Manuel Fernandez-Real
- Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y la Nutrición (CB06/03) and Instituto de Salud Carlos III, Madrid, Spain
| | - Ferran Barbé
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Francisco Jose Ortega
- Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigació Biomèdica de Girona (IdIBGi), Girona, Spain
- CIBER de la Fisiopatología de la Obesidad y la Nutrición (CB06/03) and Instituto de Salud Carlos III, Madrid, Spain
| | - Manuel Sánchez-de-la-Torre
- Group of Translational Research in Respiratory Medicine, Hospital Universitari Arnau de Vilanova y Santa Maria, IRB Lleida, Lleida, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
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20
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Malla B, Aebersold DM, Dal Pra A. Protocol for serum exosomal miRNAs analysis in prostate cancer patients treated with radiotherapy. J Transl Med 2018; 16:223. [PMID: 30103771 PMCID: PMC6090775 DOI: 10.1186/s12967-018-1592-6] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 07/30/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Circulating exosomes from prostate cancer (PCa) patients undergoing radiotherapy are attractive candidate biomarkers for monitoring treatment response. Multiple workflows for isolation and content characterization of exosomes in biofluids have been attempted. We report a protocol to isolate and characterize exosomal miRNAs content and assess radiation-induced changes. METHODS In this pilot study, we performed targeted exosomal miRNA profiling of 25 serum samples obtained from PCa patients with intermediate- and high-risk disease treated with curative radiotherapy (RT), and controls. Post-treatment blood samples were collected at least 28 days after radiation therapy as a paired follow-up sample. The complete workflow consisted of two phases: I) filtration and polyethylene glycol salt precipitation phase which enriched particles below 200 nm in size followed by characterization using electron microscopy, and II) flow cytometry. Finally, miRNA expression analysis between untreated and treated patient samples was performed using RNA extraction kit, and qRT-PCR. RESULTS In our preliminary data, 1 ml of serum from PCa patients showed higher exosomal concentration (3.68E+10) compared to controls (6.07E+08). The overall expression of exosomes after RT was found to be higher compared to untreated samples; the median value changed from 3.68E+10 to 5.40E+10; p = 0.52. Using electron microscopy, we were able to visualize cup-shaped vesicles with morphology and size compatible with exosomes. The bead-based flow cytometry showed positivity for exosomal tetraspanins surface markers CD63 and CD9. All five miRNAs (hsa-let-7a-5p, hsa-miR-141-3p, hsa-miR-145-5p, hsa-miR-21-5p, hsa-miR-99b-5p) have been identified in exosomes. Despite overall changes in hsa-let-7a-5p expression after radiation, the difference was significant only in the high-risk group (p = 0.037). In addition, the radiation response to hsa-miR-21-5p was elevated in the high-risk group compared to the intermediate group (p = 0.036). CONCLUSIONS Herewith, we demonstrated a protocol for isolation of serum exosomes and exosomal miRNA amplification. The recovery of exosomal miRNAs and their differential expression after radiation treatment suggests promising biomarker potential that requires further investigation in larger patient cohorts.
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Affiliation(s)
- Bijaya Malla
- Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Daniel M. Aebersold
- Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Alan Dal Pra
- Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL USA
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21
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Lim JW, Wong CJ, Yao Z, Tawil R, van der Maarel SM, Miller DG, Tapscott SJ, Filippova GN. Small noncoding RNAs in FSHD2 muscle cells reveal both DUX4- and SMCHD1-specific signatures. Hum Mol Genet 2018; 27:2644-2657. [PMID: 29741619 PMCID: PMC6048983 DOI: 10.1093/hmg/ddy173] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 04/24/2018] [Accepted: 05/02/2018] [Indexed: 02/06/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is caused by insufficient epigenetic repression of D4Z4 macrosatellite repeat where DUX4, an FSHD causing gene is embedded. There are two forms of FSHD, FSHD1 with contraction of D4Z4 repeat and FSHD2 with chromatin compaction defects mostly due to SMCHD1 mutation. Previous reports showed DUX4-induced gene expression changes as well as changes in microRNA expression in FSHD muscle cells. However, a genome wide analysis of small noncoding RNAs that might be regulated by DUX4 or by mutations in SMCHD1 has not been reported yet. Here, we identified several types of small noncoding RNAs including known microRNAs that are differentially expressed in FSHD2 muscle cells compared to control. Although fewer small RNAs were differentially expressed during muscle differentiation in FSHD2 cells compared to controls, most of the known myogenic microRNAs, such as miR1, miR133a and miR206 were induced in both FSHD2 and control muscle cells during differentiation. Our small RNA sequencing data analysis also revealed both DUX4- and SMCHD1-specific changes in FSHD2 muscle cells. Six FSHD2 microRNAs were affected by DUX4 overexpression in control myoblasts, whereas increased expression of tRNAs and 5S rRNAs in FSHD2 muscle cells was largely recapitulated in SMCHD1-depleted control myoblasts. Altogether, our studies suggest that the small noncoding RNA transcriptome changes in FSHD2 might be different from those in FSHD1 and that these differences may provide new diagnostic and therapeutic tools specific to FSHD2.
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Affiliation(s)
- Jong-Won Lim
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Chao-Jen Wong
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Zizhen Yao
- MAT Department, Allen Brain Institute, Seattle, WA 98109, USA
| | - Rabi Tawil
- Department of Neurology, University of Rochester, Rochester, NY 14642, USA
| | | | - Daniel G Miller
- Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, WA 98109, USA
| | - Stephen J Tapscott
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Galina N Filippova
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Department of Pathology, University of Washington, Seattle, WA 98195, USA
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22
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Gharbi S, Khateri S, Soroush MR, Shamsara M, Naeli P, Najafi A, Korsching E, Mowla SJ. MicroRNA expression in serum samples of sulfur mustard veterans as a diagnostic gateway to improve care. PLoS One 2018; 13:e0194530. [PMID: 29566027 PMCID: PMC5864010 DOI: 10.1371/journal.pone.0194530] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 03/05/2018] [Indexed: 01/01/2023] Open
Abstract
Sulfur mustard is a vesicant chemical warfare agent, which has been used during Iraq-Iran-war. Many veterans and civilians still suffer from long-term complications of sulfur mustard exposure, especially in their lung. Although the lung lesions of these patients are similar to Chronic Obstructive Pulmonary Disease (COPD), there are some differences due to different etiology and clinical care. Less is known on the molecular mechanism of sulfur mustard patients and specific treatment options. microRNAs are master regulators of many biological pathways and proofed to be stable surrogate markers in body fluids. Based on that microRNA expression for serum samples of sulfur mustard patients were examined, to establish specific microRNA patterns as a basis for diagnostic use and insight into affected molecular pathways. Patients were categorized based on their long-term complications into three groups and microRNA serum levels were measured. The differentially regulated microRNAs and their corresponding gene targets were identified. Cell cycle arrest, ageing and TGF-beta signaling pathways showed up to be the most deregulated pathways. The candidate microRNA miR-143-3p could be validated on all individual patients. In a ROC analysis miR-143-3p turned out to be a suitable diagnostic biomarker in the mild and severe categories of patients. Further microRNAs which might own a link to the biology of the sulfur mustard patients are miR-365a-3p, miR-200a-3p, miR-663a. miR-148a-3p, which showed up only in a validation study, might be linked to the airway complications of the sulfur mustard patients. All the other candidate microRNAs do not directly link to COPD phenotype or lung complications. In summary the microRNA screening study characterizes several molecular differences in-between the clinical categories of the sulfur mustard exposure groups and established some useful microRNA biomarkers. qPCR raw data is available via the Gene Expression Omnibus https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE110797.
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Affiliation(s)
- Sedigheh Gharbi
- Department of Biology, Faculty of Sciences, Shahid Bahonar University of Kerman, Kerman, Iran
| | - Shahriar Khateri
- Janbazan Medical and Engineering Research Center (JMERC), Tehran, Iran
| | | | - Mehdi Shamsara
- National Institute of Genetic Engineering and Biotechnology, Tehran, Iran
| | - Parisa Naeli
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ali Najafi
- Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Eberhard Korsching
- Institute of Bioinformatics, University Hospital of Münster, University of Münster, Münster, Germany
| | - Seyed Javad Mowla
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
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23
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Torres A, Kozak J, Korolczuk A, Rycak D, Wdowiak P, Maciejewski R, Torres K. Locked nucleic acid-inhibitor of miR-205 decreases endometrial cancer cells proliferation in vitro and in vivo. Oncotarget 2018; 7:73651-73663. [PMID: 27655663 PMCID: PMC5342005 DOI: 10.18632/oncotarget.12043] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Accepted: 08/27/2016] [Indexed: 12/18/2022] Open
Abstract
Pathogenesis of endometrial cancer has been connected with alterations of microRNA expression and in particular miR-205 up–regulation was consistently reported in this carcinoma. Presented study aimed to investigate if inhibition of miR-205 expression using LNA-modified-nucleotide would attenuate endometrial cancer cells proliferation in vitro and in vivo. In the course of the study we found that the proliferation of endometrial cancer cells (HEC-1-B, RL-95, KLE, Ishikawa) transfected with LNA-miR-205-inhibitor and evaluated using real time cell monitoring as well as standard cell proliferation assay, was significantly decreased. Next, LNA-miR-205-inhibitor was used to assess the in vivo effects of miR-205 inhibition of endometrial cancer growth. Cby.Cg-Foxn1<nu>/cmdb mice bearing endometrial cancer xenografts were intraperitoneally injected with nine dosages of 25mg/kg of miR-205-LNA-inhibitor or scramble control or phosphatase buffered saline and were observed for 32 days. We found that systemic administration of miR-205-LNA-inhibitor was technically possible, and exerted inhibitory effect on endometrial cancer xenograft growth in vivo with only mild toxic effects in treated animals. In conclusion our results suggest that systemic delivery of miR-205-LNA-inhibitor is feasible, devoid of significant toxicity, and could be a promising treatment strategy for endometrial cancer. Therefore it warrants further studies in other animal models.
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Affiliation(s)
- Anna Torres
- Laboratory of Biostructure, Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
| | - Joanna Kozak
- Laboratory of Biostructure, Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
| | - Agnieszka Korolczuk
- Department of Clinical Pathomorphology, Medical University of Lublin, Jaczewskiego 8, 20-090, Lublin, Poland
| | - Dominika Rycak
- Laboratory of Biostructure, Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
| | - Paulina Wdowiak
- Laboratory of Biostructure, Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
| | - Ryszard Maciejewski
- Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
| | - Kamil Torres
- Chair and Department of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, 20-090, Lublin, Poland
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Agrawal S, Tapmeier T, Rahmioglu N, Kirtley S, Zondervan K, Becker C. The miRNA Mirage: How Close Are We to Finding a Non-Invasive Diagnostic Biomarker in Endometriosis? A Systematic Review. Int J Mol Sci 2018; 19:ijms19020599. [PMID: 29463003 PMCID: PMC5855821 DOI: 10.3390/ijms19020599] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 02/08/2018] [Accepted: 02/09/2018] [Indexed: 12/27/2022] Open
Abstract
Background: Endometriosis is a common disorder of the reproductive age group, characterised by the presence of ectopic endometrial tissue. The disease not only causes enormous suffering to the affected women, but also brings a tremendous medical and economic burden to bear on society. There is a long lag phase between the onset and diagnosis of the disease, mainly due to its non-specific symptoms and the lack of a non-invasive test. Endometriosis can only be diagnosed invasively by laparoscopy. A specific, non-invasive test to diagnose endometriosis is an unmet clinical need. The recent discovery of microRNAs (miRNAs) as modulators of gene expression, and their stability and specificity, make them an attractive candidate biomarker. Various studies on miRNAs in endometriosis have identified their cardinal role in the pathogenesis of the disease, and have proposed them as potential biomarkers in endometriosis. Rationale/Objectives: The aims of this review were to study the role of circulatory miRNAs in endometriosis, and bring to light whether circulatory miRNAs could be potential non-invasive biomarkers to diagnose the disease. Search methods: Three databases, PubMed, EMBASE, and BIOSIS were searched, using a combination of Mesh or Emtree headings and free-text terms, to identify literature relating to circulating miRNAs in endometriosis published from 1996 to 31 December 2017. Only peer-reviewed, full-text original research articles in English were included in the current review. The studies meeting the inclusion criteria were critically assessed and checked using the QUADAS-2 (Quality Assessment of Diagnostic Accuracy Studies) tool. The dysregulated miRNAs were assessed regarding the concordance between the various studies and their role in the disease. Outcomes: Nine studies were critically analysed, and 42 different miRNAs were found to be dysregulated in them, with only one common miRNA (miR-20a) differentially expressed in more than one study. miR-17-5p/20a, miR-200, miR-199a, miR-143, and miR-145 were explored for their pivotal role in the aetiopathogenesis of endometriosis. Wider implications: It is emerging that miRNAs play a central role in the pathogenesis of endometriosis and have the potential of being promising biomarkers. Circulating miRNAs as a non-invasive diagnostic tool may shorten the delay in the diagnosis of the disease, thus alleviating the suffering of women and reducing the burden on health care systems. However, despite numerous studies on circulating miRNAs in endometriosis, no single miRNA or any panel of them seems to meet the criteria of a diagnostic biomarker. The disagreement between the various studies upholds the demand of larger, well-controlled systematic validation studies with uniformity in the research approaches and involving diverse populations.
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Affiliation(s)
- Swati Agrawal
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
| | - Thomas Tapmeier
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
| | - Nilufer Rahmioglu
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX1 2JD, UK.
| | - Shona Kirtley
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX1 2JD, UK.
| | - Krina Zondervan
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX1 2JD, UK.
| | - Christian Becker
- Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford OX1 2JD, UK;.
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25
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Wilczynski M, Danielska J, Domanska-Senderowska D, Dzieniecka M, Szymanska B, Malinowski A. Association of microRNA-200c expression levels with clinicopathological factors and prognosis in endometrioid endometrial cancer. Acta Obstet Gynecol Scand 2018; 97:560-569. [PMID: 29355888 DOI: 10.1111/aogs.13306] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 01/13/2018] [Indexed: 12/16/2022]
Abstract
INTRODUCTION MicroRNAs (miRNAs) are regulators of gene expression, which play an important role in many critical cellular processes including apoptosis, proliferation and cell differentiation. Aberrant miRNA expression has been reported in a variety of human malignancies. Therefore, miRNAs may be potentially used as cancer biomarkers. miRNA-200c, which is a member of the miRNA-200 family, might play an essential role in tumor progression. The purpose of this study was to evaluate the prognostic and clinical significance of miRNA-200c in women with endometrioid endometrial cancer. MATERIAL AND METHODS Total RNA extraction from 90 archival formalin-fixed paraffin-embedded tissue samples of endometri-oid endometrial cancer and 10 normal endometrium samples was performed. After cDNA synthesis, real-time polymerase chain reaction was conducted and relative expression of miRNA-200c was assessed. Then, miRNA-200c expression levels were evaluated with regard to clinicopathological characteristics. RESULTS The expression levels of miRNA-200c were significantly increased in endometrioid endometrial cancer samples. Expression of miRNA-200c maintained at significantly higher levels in the early stage endometrioid endometrial cancer compared with more advanced stages. In the Kaplan-Meier analysis, lower levels of miRNA-200c expression were associated with inferior survival. CONCLUSIONS Expression levels of miRNA-200c might be associated with clinicopathological factors and survival in endometrioid endometrial cancer.
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Affiliation(s)
- Milosz Wilczynski
- Endoscopy and Gynecologic Oncology, Department of Operative Gynecology, Polish Mother's Memorial Hospital Research Institute, Lodz, Poland
| | | | | | - Monika Dzieniecka
- Department of Pathology, Polish Mother's Memorial Hospital Research Institute, Lodz, Poland
| | | | - Andrzej Malinowski
- Department of Surgical and Endoscopic Gynecology, Medical University in Lodz, Lodz, Poland
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26
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Identification of Reference Genes for Analysis of microRNA Expression Patterns in Equine Chorioallantoic Membrane and Serum. Mol Biotechnol 2017; 60:62-73. [DOI: 10.1007/s12033-017-0047-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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27
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Challenges in endometriosis miRNA studies — From tissue heterogeneity to disease specific miRNAs. Biochim Biophys Acta Mol Basis Dis 2017; 1863:2282-2292. [DOI: 10.1016/j.bbadis.2017.06.018] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 06/06/2017] [Accepted: 06/22/2017] [Indexed: 12/31/2022]
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28
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Armand-Labit V, Pradines A. Circulating cell-free microRNAs as clinical cancer biomarkers. Biomol Concepts 2017; 8:61-81. [DOI: 10.1515/bmc-2017-0002] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 03/21/2017] [Indexed: 12/23/2022] Open
Abstract
AbstractMicroRNAs (miRNAs) are non-coding small RNAs that are master regulators of genic expression and consequently of many cellular processes. But their expression is often deregulated in human tumors leading to cancer development. Recently miRNAs were discovered in body fluids (serum, plasma and others) and their levels have often been reported to be altered in patients. Circulating miRNAs became one of the most promising biomarkers in oncology for early diagnosis, prognosis and therapeutic response prediction. Here we describe the origins and roles of miRNAs, and summarize the most recent studies focusing on their usefulness as cancer biomarkers in lung, breast, colon, prostate, ovary cancers and melanoma. Lastly, we describe the main methodologies related to miRNA detection, which should be standardized for their use in clinical practice.
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Affiliation(s)
- Virginie Armand-Labit
- Inserm, Centre de Recherche en Cancérologie de Toulouse, CRCT UMR-1037, Toulouse, France
- Institut Claudius Regaud, IUCT-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
| | - Anne Pradines
- Inserm, Centre de Recherche en Cancérologie de Toulouse, CRCT UMR-1037, Toulouse, France
- Institut Claudius Regaud, IUCT-Oncopole, Laboratoire de Biologie Médicale Oncologique, Toulouse, France
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29
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Zavala E, Reyes D, Deerenberg R, Vidal R. Selection of reference genes for microRNA analysis associated to early stress response to handling and confinement in Salmo salar. Sci Rep 2017; 7:1756. [PMID: 28496155 PMCID: PMC5431957 DOI: 10.1038/s41598-017-01970-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 04/05/2017] [Indexed: 12/31/2022] Open
Abstract
MicroRNAs are key non-coding RNA molecules that play a relevant role in the regulation of gene expression through translational repression and/or transcript cleavage during normal development and physiological adaptation processes like stress. Quantitative reverse transcription polymerase chain reaction (RT-qPCR) has become the approach normally used to determine the levels of microRNAs. However, this approach needs the use of endogenous reference. An improper selection of endogenous references can result in confusing interpretation of data. The aim of this study was to identify and validate appropriate endogenous reference miRNA genes for normalizing RT-qPCR survey of miRNAs expression in four different tissues of Atlantic salmon, under handling and confinement stress conditions associated to early or primary stress response. Nine candidate reference normalizers, including microRNAs and nuclear genes, normally used in vertebrate microRNA expression studies were selected from literature, validated by RT-qPCR and analyzed by the algorithms geNorm and NormFinder. The results revealed that the ssa-miR-99-5p gene was the most stable overall and that ssa-miR-99-5p and ssa-miR-23a-5p genes were the best combination. Moreover, the suitability of ssa-miR-99-5p and ssa-miR-23a-5p as endogeneuos reference genes was demostrated by the expression analysis of ssa-miR-193-5p gene.
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Affiliation(s)
- Eduardo Zavala
- Department of Biology, Universidad de Santiago de Chile. Av. Libertador Bernardo O'Higgins 3363, Santiago, Chile
| | - Daniela Reyes
- Department of Biology, Universidad de Santiago de Chile. Av. Libertador Bernardo O'Higgins 3363, Santiago, Chile
| | | | - Rodrigo Vidal
- Department of Biology, Universidad de Santiago de Chile. Av. Libertador Bernardo O'Higgins 3363, Santiago, Chile.
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30
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Chen H, Fan Y, Xu W, Chen J, Meng Y, Fang D, Wang J. Exploration of miR-1202 and miR-196a in human endometrial cancer based on high throughout gene screening analysis. Oncol Rep 2017; 37:3493-3501. [PMID: 28440476 DOI: 10.3892/or.2017.5596] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Accepted: 11/18/2016] [Indexed: 11/06/2022] Open
Abstract
Altered microRNA (miRNA) expression has been reported to participate in the pathogenesis of several human diseases, and particularly cancer. The present study examined the involvement of various miRNAs in the pathophysiology of endometrial cancer (EC) and atypical endometrial hyperplasia (AEH). We performed a high-throughput analysis of the miRNAs (miRNA microarray) found in samples of endometrial tissue obtained from 45 patients; among whom, 15 patients were diagnosed with EC, 15 patients were diagnosed with AEH, and the remainder were healthy donors. Next, we selected several miRNAs which exhibited at least a 2-fold difference in expression with a P<0.05 to validate these changes in 3 independent in vitro experiments that used real-time PCR analysis. Finally, miR-1202 and miR-196a were selected as target molecules whose effects on cell apoptosis, cell cycle changes, cell migratory and invasive abilities were investigated using flow cytometric and Transwell assays, respectively, after pre-treatment in vitro. After analyzing 125 miRNAs in a microarray assay, 6 miRNAs (3-high and 3-low expression) were further evaluated via paired comparison in all 3 groups. The validation test revealed a positive correlation between the microarray results and a high level of miR-1202 and a low level of miR-196a in the EC group, when compared with the AEH group. All of the data were normalized with data obtained from normal control donors. We found that either miR-1202 silencing or miR-196a overexpression affected AN3CA and HEC-1-A cells by increasing their apoptosis level and inducing G1 phase arrest while decreasing their migratory and invasive abilities. Inhibitors of miR-1202 and mimics of miR‑196a may exert a protective effect, suggesting that miR-1202 and miR‑196a may serve as biomarkers for evaluating the effectiveness of EC treatment.
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Affiliation(s)
- Hong Chen
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Yujuan Fan
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Wensheng Xu
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Junying Chen
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Yugang Meng
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Di Fang
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
| | - Jingran Wang
- Department of Gynaecology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, P.R. China
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31
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Anauate AC, Leal MF, Wisnieski F, Santos LC, Gigek CO, Chen ES, Geraldis JC, Calcagno DQ, Assumpção PP, Demachki S, Arasaki CH, Lourenço LG, Artigiani R, Burbano RR, Smith MAC. Identification of suitable reference genes for miRNA expression normalization in gastric cancer. Gene 2017; 621:59-68. [PMID: 28411081 DOI: 10.1016/j.gene.2017.04.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 03/28/2017] [Accepted: 04/10/2017] [Indexed: 12/13/2022]
Affiliation(s)
- Ana Carolina Anauate
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Mariana Ferreira Leal
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil; Departamento de Ortopedia e Traumatologia, Universidade Federal de São Paulo, São Paulo, Brazil; Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Fernanda Wisnieski
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Leonardo Caires Santos
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Carolina Oliveira Gigek
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil; Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Elizabeth Suchi Chen
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Jaqueline Cruz Geraldis
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Danielle Queiroz Calcagno
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Paulo Pimentel Assumpção
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Samia Demachki
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil
| | - Carlos Haruo Arasaki
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Laércio Gomes Lourenço
- Disciplina de Gastroenterologia Cirúrgica, Departamento de Cirurgia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Ricardo Artigiani
- Departamento de Patologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Rommel Rodríguez Burbano
- Núcleo de Pesquisas em Oncologia, Hospital Universitário João de Barros Barreto, Universidade Federal do Pará, Belém, Brazil; Laboratório de Citogenética Humana, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil; Laboratório de Biologia Molecular, Hospital Ophir Loyola, Belém, Brazil
| | - Marília Arruda Cardoso Smith
- Disciplina de Genética, Departamento de Morfologia e Genética, Universidade Federal de São Paulo, São Paulo, Brazil.
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32
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Wang X, Li Y, Zhang J, Zhang Q, Liu X, Li Z. De novo characterization of microRNAs in oriental fruit moth Grapholita molesta and selection of reference genes for normalization of microRNA expression. PLoS One 2017; 12:e0171120. [PMID: 28158242 PMCID: PMC5291412 DOI: 10.1371/journal.pone.0171120] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 01/16/2017] [Indexed: 11/19/2022] Open
Abstract
MicroRNAs (miRNAs) are a group of endogenous non-coding small RNAs that have critical regulatory functions in almost all known biological processes at the post-transcriptional level in a variety of organisms. The oriental fruit moth Grapholita molesta is one of the most serious pests in orchards worldwide and threatens the production of Rosacea fruits. In this study, a de novo small RNA library constructed from mixed stages of G. molesta was sequenced through Illumina sequencing platform and a total of 536 mature miRNAs consisting of 291 conserved and 245 novel miRNAs were identified. Most of the conserved and novel miRNAs were detected with moderate abundance. The miRNAs in the same cluster normally showed correlated expressional profiles. A comparative analysis of the 79 conserved miRNA families within 31 arthropod species indicated that these miRNA families were more conserved among insects and within orders of closer phylogenetic relationships. The KEGG pathway analysis and network prediction of target genes indicated that the complex composed of miRNAs, clock genes and developmental regulation genes may play vital roles to regulate the developmental circadian rhythm of G. molesta. Furthermore, based on the sRNA library of G. molesta, suitable reference genes were selected and validated for study of miRNA transcriptional profile in G. molesta under two biotic and six abiotic experimental conditions. This study systematically documented the miRNA profile in G. molesta, which could lay a foundation for further understanding of the regulatory roles of miRNAs in the development and metabolism in this pest and might also suggest clues to the development of genetic-based techniques for agricultural pest control.
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Affiliation(s)
- Xiu Wang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Yisong Li
- Department of Entomology, China Agricultural University, Beijing, China
- Department of Plant Protection, Shihezi University, Shihezi, China
| | - Jing Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Qingwen Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Xiaoxia Liu
- Department of Entomology, China Agricultural University, Beijing, China
- * E-mail: (ZL); (XXL)
| | - Zhen Li
- Department of Entomology, China Agricultural University, Beijing, China
- * E-mail: (ZL); (XXL)
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Masè M, Grasso M, Avogaro L, D’Amato E, Tessarolo F, Graffigna A, Denti MA, Ravelli F. Selection of reference genes is critical for miRNA expression analysis in human cardiac tissue. A focus on atrial fibrillation. Sci Rep 2017; 7:41127. [PMID: 28117343 PMCID: PMC5259703 DOI: 10.1038/srep41127] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 12/15/2016] [Indexed: 12/23/2022] Open
Abstract
MicroRNAs (miRNAs) are emerging as key regulators of complex biological processes in several cardiovascular diseases, including atrial fibrillation (AF). Reverse transcription-quantitative polymerase chain reaction is a powerful technique to quantitatively assess miRNA expression profile, but reliable results depend on proper data normalization by suitable reference genes. Despite the increasing number of studies assessing miRNAs in cardiac disease, no consensus on the best reference genes has been reached. This work aims to assess reference genes stability in human cardiac tissue with a focus on AF investigation. We evaluated the stability of five reference genes (U6, SNORD48, SNORD44, miR-16, and 5S) in atrial tissue samples from eighteen cardiac-surgery patients in sinus rhythm and AF. Stability was quantified by combining BestKeeper, delta-Cq, GeNorm, and NormFinder statistical tools. All methods assessed SNORD48 as the best and U6 as the worst reference gene. Applications of different normalization strategies significantly impacted miRNA expression profiles in the study population. Our results point out the necessity of a consensus on data normalization in AF studies to avoid the emergence of divergent biological conclusions.
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Affiliation(s)
- Michela Masè
- Department of Physics, University of Trento, Trento, Italy
| | | | - Laura Avogaro
- Department of Physics, University of Trento, Trento, Italy
- Centre for Integrative Biology, University of Trento, Trento, Italy
| | - Elvira D’Amato
- Department of Physics, University of Trento, Trento, Italy
| | - Francesco Tessarolo
- Healthcare Research and Innovation Program (IRCS-PAT), Bruno Kessler Foundation, Trento, Italy
- Department of Industrial Engineering, University of Trento, Trento, Italy
| | - Angelo Graffigna
- Division of Cardiac Surgery, Santa Chiara Hospital, Trento, Italy
| | | | - Flavia Ravelli
- Department of Physics, University of Trento, Trento, Italy
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Morata-Tarifa C, Picon-Ruiz M, Griñan-Lison C, Boulaiz H, Perán M, Garcia MA, Marchal JA. Validation of suitable normalizers for miR expression patterns analysis covering tumour heterogeneity. Sci Rep 2017; 7:39782. [PMID: 28051134 PMCID: PMC5209713 DOI: 10.1038/srep39782] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 11/28/2016] [Indexed: 12/12/2022] Open
Abstract
Oncogenic microRNAs (miRs) have emerged as diagnostic biomarkers and novel molecular targets for anti-cancer drug therapies. Real-time quantitative PCR (qPCR) is one of the most powerful techniques for analyzing miRs; however, the use of unsuitable normalizers might bias the results. Tumour heterogeneity makes even more difficult the selection of an adequate endogenous normalizer control. Here, we have evaluated five potential referenced small RNAs (U6, rRNA5s, SNORD44, SNORD24 and hsa-miR-24c-3p) using RedFinder algorisms to perform a stability expression analysis in i) normal colon cells, ii) colon and breast cancer cell lines and iii) cancer stem-like cell subpopulations. We identified SNORD44 as a suitable housekeeping gene for qPCR analysis comparing normal and cancer cells. However, this small nucleolar RNA was not a useful normalizer for cancer stem-like cell subpopulations versus subpopulations without stemness properties. In addition, we show for the first time that hsa-miR-24c-3p is the most stable normalizer for comparing these two subpopulations. Also, we have identified by bioinformatic and qPCR analysis, different miR expression patterns in colon cancer versus non tumour cells using the previously selected suitable normalizers. Our results emphasize the importance of select suitable normalizers to ensure the robustness and reliability of qPCR data for analyzing miR expression.
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Affiliation(s)
- C Morata-Tarifa
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain.,Braman Family Breast Cancer Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, Florida, USA
| | - M Picon-Ruiz
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain.,Braman Family Breast Cancer Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miller School of Medicine, Miami, Florida, USA
| | - C Griñan-Lison
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain
| | - H Boulaiz
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain.,Department of Human Anatomy and Embryology, University of Granada, Granada, Spain
| | - M Perán
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Department of Health Sciences, University of Jaén, Jaén, Spain
| | - M A Garcia
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain.,Virgen de las Nieves University Hospital, Oncology Department, Oncology Unit, Granada, Spain
| | - J A Marchal
- Biopathology and Medicine Regenerative Institute (IBIMER), University of Granada, Granada, Spain.,Biosanitary Institute of Granada (ibs.GRANADA), University Hospitals of Granada-University of Granada, Granada, Spain.,Department of Human Anatomy and Embryology, University of Granada, Granada, Spain
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Yang Y, Li Z, Cao J, Li Y, Li H, Yang Q, Zhang Q, Liu X. Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR. JOURNAL OF INSECT SCIENCE (ONLINE) 2017; 17:3061613. [PMID: 28355475 PMCID: PMC5416840 DOI: 10.1093/jisesa/iex007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2016] [Indexed: 06/06/2023]
Abstract
More and more studies have focused on microRNAs (miRNAs) expression in the pest Helicoverpa armigera (Lepidoptera: Noctuidae) recently. Quantitative real-time PCR (qRT-PCR) is being widely used in miRNA expression studies. Suitable reference genes are necessary for the correct analysis of results. In this study, 10 candidate genes of H. armigera were selected and analyzed for their expression stability under different biotic and abiotic conditions with 3 statistical methods, including geNorm, NormFinder, and Bestkeeper. Combination the best number of reference genes was calculated by geNorm. One target gene, let-7, was used to validate the selection of reference genes. The suitable candidate reference genes were shown as follows: miR-9 and U6 snRNA for developmental stages, miR-100 and U6 snRNA for larval tissues, miR-100 and miR-305 for adult tissues, miR-9 and miR-279 for parasitic treatment, miR-998 and U6 snRNA for nuclear polyhedrosis virus infection, miR-9 and U6 snRNA for insecticide treatment, miR-92a, miR-100, and miR-279 for temperature treatment, miR-92a, miR-305, and miR-998 for starvation treatment, miR-9 and miR-279 for light treatment, miR-305 and miR-998 for hormone treatment, and there was not one reference gene suitable for all samples. This study could promote future research on miRNAs expression in H. armigera with optimal reference genes under different experimental conditions.
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Affiliation(s)
- Yuhui Yang
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Zhen Li
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Jinjun Cao
- Department of Entomology, China Agricultural University, Beijing 100094, China
- Department of Entomology, Henan Institute of Science and Technology, Xinxiang 453003, China
| | - Yanrong Li
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Hui Li
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Qingpo Yang
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Qingwen Zhang
- Department of Entomology, China Agricultural University, Beijing 100094, China
| | - Xiaoxia Liu
- Department of Entomology, China Agricultural University, Beijing 100094, China
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Corral-Vazquez C, Blanco J, Salas-Huetos A, Vidal F, Anton E. Normalization matters: tracking the best strategy for sperm miRNA quantification. Mol Hum Reprod 2016; 23:45-53. [DOI: 10.1093/molehr/gaw072] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 10/11/2016] [Accepted: 11/14/2016] [Indexed: 11/14/2022] Open
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Torres A, Kozak J, Korolczuk A, Wdowiak P, Domańska-Glonek E, Maciejewski R, Torres K. In vitro and in vivo activity of miR-92a-Locked Nucleic Acid (LNA)-Inhibitor against endometrial cancer. BMC Cancer 2016; 16:822. [PMID: 27782822 PMCID: PMC5080781 DOI: 10.1186/s12885-016-2867-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Accepted: 10/05/2016] [Indexed: 12/15/2022] Open
Abstract
Background Endometrial cancer is the most common cancer of the female reproductive tract. Based on our previous studies we speculated that miR-92a exhibited pro-oncogenic properties in endometrial cancer, and therefore its inhibition could be used as a therapeutic measure in this disease. Therefore in the present study we aimed to investigate both in vitro and in vivo if inhibition of miR-92a in endometrial cancer would limit cancer cells proliferation. Methods miR-92a expression was evaluated in four endometrial cancer cell lines using qPCR. Inhibition of miR-92a activity was obtained in endometrial cancer cell lines by a transient transfection of a custom designed Locked Nucleic Acid (LNA)-Inhibitor, developed to work both in vitro and in vivo. In vitro proliferation studies were performed using xCELLigence RTCA DP system. In vivo experiment was performed in Cby.Cg-Foxn1 < nu>/cmdb mice bearing endometrial cancer xenografts, which were intraperitoneally injected with nine dosages of 25 mg/kg of miR-205-LNA-inhibitor. Results qPCR revealed increased expression of miR-92a in HEC-1-B, Ishikawa and AN3CA cells. LNA-i-miR-92a inhibited endometrial cancer growth in vitro. It was also demonstrated that systemic administration of LNA-i-miR-92a was feasible and exerted inhibitory effect on endometrial cancer xenograft growth in vivo with only mild toxic effects in treated animals, however the effect was observed until 12th experimental day and the last three dosages did not maintain the attenuating effect with the acceleration of tumor growth observed at the end and after cessation of the intraperitoneal therapy. Conclusions Taken together, these results indicate that intraperitoneal delivery of miR-92a-LNA-modified-inhibitor is feasible, devoid of significant toxicity and moderately inhibits endometrial cancer growth in vivo, and therefore warrants further studies investigating other routes of inhibitor delivery possibly in other animal models. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2867-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anna Torres
- Laboratory of Biostructure, Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland.
| | - Joanna Kozak
- Laboratory of Biostructure, Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland
| | - Agnieszka Korolczuk
- Department of Clinical Pathomorphology, Medical University of Lublin, Jaczewskiego 8a, Lublin, 20-090, Poland
| | - Paulina Wdowiak
- Laboratory of Biostructure, Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland
| | - Ewa Domańska-Glonek
- Laboratory of Biostructure, Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland
| | - Ryszard Maciejewski
- Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland
| | - Kamil Torres
- Chair of Human Anatomy, Medical University of Lublin, Jaczewskiego 4, Lublin, 20-090, Poland
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38
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Wilczynski M, Danielska J, Dzieniecka M, Szymanska B, Wojciechowski M, Malinowski A. Prognostic and Clinical Significance of miRNA-205 in Endometrioid Endometrial Cancer. PLoS One 2016; 11:e0164687. [PMID: 27737015 PMCID: PMC5063284 DOI: 10.1371/journal.pone.0164687] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Accepted: 09/29/2016] [Indexed: 01/09/2023] Open
Abstract
Endometrial cancer is one of the most common malignancies of the reproductive female tract, with endometrioid endometrial cancer being the most frequent type. Despite the relatively favourable prognosis in cases of endometrial cancer, there is a necessity to evaluate clinical and prognostic utility of new molecular markers. MiRNAs are small, non-coding RNA molecules that take part in RNA silencing and post-transcriptional regulation of gene expression. Altered expression of miRNAs may be associated with cancer initiation, progression and metastatic capabilities. MiRNA-205 seems to be one of the key regulators of gene expression in endometrial cancer. In this study, we investigated clinical and prognostic role of miRNA-205 in endometrioid endometrial cancer. After total RNA extraction from 100 archival formalin-fixed paraffin-embedded tissues, real-time quantitative RT-PCR was used to define miRNA-205 expression levels. The aim of the study was to evaluate miRNA-205 expression levels in regard to patients' clinical and histopathological features, such as: survival rate, recurrence rate, staging, myometrial invasion, grading and lymph nodes involvement. Higher levels of miRNA-205 expression were observed in tumours with less than half of myometrial invasion and non-advanced cancers. Kaplan-Maier analysis revealed that higher levels of miRNA-205 were associated with better overall survival (p = 0,034). These results indicate potential clinical utility of miRNA-205 as a prognostic marker.
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Affiliation(s)
- Milosz Wilczynski
- Department of Operative Gynecology, Endoscopy and Gynecologic Oncology, Polish Mother’s Memorial Hospital Research Institute, Lodz, Poland
| | | | - Monika Dzieniecka
- Department of Pathology, Polish Mother’s Memorial Hospital Research Institute, Lodz, Poland
| | - Bozena Szymanska
- The Central Laboratory of Medical University in Lodz, Lodz, Poland
| | - Michal Wojciechowski
- Department of Operative Gynecology, Endoscopy and Gynecologic Oncology, Polish Mother’s Memorial Hospital Research Institute, Lodz, Poland
| | - Andrzej Malinowski
- Department of Surgical and Endoscopic Gynecology, Medical University in Lodz, Lodz, Poland
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Bignotti E, Calza S, Tassi RA, Zanotti L, Bandiera E, Sartori E, Odicino FE, Ravaggi A, Todeschini P, Romani C. Identification of stably expressed reference small non-coding RNAs for microRNA quantification in high-grade serous ovarian carcinoma tissues. J Cell Mol Med 2016; 20:2341-2348. [PMID: 27419385 PMCID: PMC5134371 DOI: 10.1111/jcmm.12927] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 06/13/2016] [Indexed: 12/30/2022] Open
Abstract
MicroRNAs (miRNAs) belong to a family of small non-coding RNAs (sncRNAs) playing important roles in human carcinogenesis. Multiple investigations reported miRNAs aberrantly expressed in several cancers, including high-grade serous ovarian carcinoma (HGS-OvCa). Quantitative PCR is widely used in studies investigating miRNA expression and the identification of reliable endogenous controls is crucial for proper data normalization. In this study, we aimed to experimentally identify the most stable reference sncRNAs for normalization of miRNA qPCR expression data in HGS-OvCa. Eleven putative reference sncRNAs for normalization (U6, SNORD48, miR-92a-3p, let-7a-5p, SNORD61, SNORD72, SNORD68, miR-103a-3p, miR-423-3p, miR-191-5p, miR-16-5p) were analysed on a total of 75 HGS-OvCa and 30 normal tissues, using a highly specific qPCR. Both the normal tissues considered to initiate HGS-OvCa malignant transformation, namely ovary and fallopian tube epithelia, were included in our study. Stability of candidate endogenous controls was evaluated using an equivalence test and validated by geNorm and NormFinder algorithms. Combining results from the three different statistical approaches, SNORD48 emerged as stably and equivalently expressed between malignant and normal tissues. Among malignant samples, considering groups based on residual tumour, miR-191-5p was identified as the most equivalent sncRNA. On the basis of our results, we support the use of SNORD48 as best reference sncRNA for relative quantification in miRNA expression studies between HGS-OvCa and normal controls, including the first time both the normal tissues supposed to be HGS-OvCa progenitors. In addition, we recommend miR-191-5p as best reference sncRNA in miRNA expression studies with prognostic intent on HGS-OvCa tissues.
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Affiliation(s)
- Eliana Bignotti
- Division of Obstetrics and Gynecology, ASST Spedali Civili di Brescia, Brescia, Italy
| | - Stefano Calza
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Renata A Tassi
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Laura Zanotti
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Elisabetta Bandiera
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Enrico Sartori
- Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Franco E Odicino
- Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Antonella Ravaggi
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Paola Todeschini
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy.,Doctorate School of Molecular and Translational Medicine, University of Milan, Milan, Italy
| | - Chiara Romani
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
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40
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Campoy I, Lanau L, Altadill T, Sequeiros T, Cabrera S, Cubo-Abert M, Pérez-Benavente A, Garcia A, Borrós S, Santamaria A, Ponce J, Matias-Guiu X, Reventós J, Gil-Moreno A, Rigau M, Colas E. Exosome-like vesicles in uterine aspirates: a comparison of ultracentrifugation-based isolation protocols. J Transl Med 2016; 14:180. [PMID: 27317346 PMCID: PMC4912787 DOI: 10.1186/s12967-016-0935-4] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Accepted: 06/02/2016] [Indexed: 01/05/2023] Open
Abstract
Background Uterine aspirates are used in the diagnostic process of endometrial disorders, yet further applications could emerge if its complex milieu was simplified. Exosome-like vesicles isolated from uterine aspirates could become an attractive source of biomarkers, but there is a need to standardize isolation protocols. The objective of the study was to determine whether exosome-like vesicles exist in the fluid fraction of uterine aspirates and to compare protocols for their isolation, characterization, and analysis. Methods We collected uterine aspirates from 39 pre-menopausal women suffering from benign gynecological diseases. The fluid fraction of 27 of those aspirates were pooled and split into equal volumes to evaluate three differential centrifugation-based procedures: (1) a standard protocol, (2) a filtration protocol, and (3) a sucrose cushion protocol. Characterization of isolated vesicles was assessed by electron microscopy, nanoparticle tracking analysis and immunoblot. Specifically for RNA material, we evaluate the effect of sonication and RNase A treatment at different steps of the protocol. We finally confirmed the efficiency of the selected methods in non-pooled samples. Results All protocols were useful to isolate exosome-like vesicles. However, the Standard procedure was the best performing protocol to isolate exosome-like vesicles from uterine aspirates: nanoparticle tracking analysis revealed a higher concentration of vesicles with a mode of 135 ± 5 nm, and immunoblot showed a higher expression of exosome-related markers (CD9, CD63, and CD81) thus verifying an enrichment in this type of vesicles. RNA contained in exosome-like vesicles was successfully extracted with no sonication treatment and exogenous nucleic acids digestion with RNaseA, allowing the analysis of the specific inner cargo by Real-Time qPCR. Conclusion We confirmed the existence of exosome-like vesicles in the fluid fraction of uterine aspirates. They were successfully isolated by differential centrifugation giving sufficient proteomic and transcriptomic material for further analyses. The Standard protocol was the best performing procedure since the other two tested protocols did not ameliorate neither yield nor purity of exosome-like vesicles. This study contributes to establishing the basis for future comparative studies to foster the field of biomarker research in gynecology. Electronic supplementary material The online version of this article (doi:10.1186/s12967-016-0935-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Irene Campoy
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Lucia Lanau
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Tatiana Altadill
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Tamara Sequeiros
- Biomedical Research Group in Urology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Silvia Cabrera
- Department of Gynecology, Vall Hebron University Hospital, Barcelona, Spain
| | | | | | - Angel Garcia
- Pathology Department, Vall Hebron University Hospital, Barcelona, Spain
| | - Salvador Borrós
- Grup d'Enginyeria de Materials (GEMAT), Institut Químic de Sarrià, Universitat Ramon Llull, Barcelona, Spain
| | - Anna Santamaria
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jordi Ponce
- Department of Gynecology, Bellvitge Teaching Hospital, Barcelona, Spain
| | - Xavier Matias-Guiu
- Department of Pathology and Molecular Genetics/Oncologic Pathology Group, University Hospital Arnau de Vilanova, University of Lleida, IRBLleida, Lleida, Spain
| | - Jaume Reventós
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.,Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain.,Basic Sciences Department, International University of Catalonia, Barcelona, Spain
| | - Antonio Gil-Moreno
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain.,Department of Gynecology, Vall Hebron University Hospital, Barcelona, Spain
| | - Marina Rigau
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Eva Colas
- Biomedical Research Group in Gynecology, Vall Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Barcelona, Spain. .,Department of Pathology and Molecular Genetics/Oncologic Pathology Group, University Hospital Arnau de Vilanova, University of Lleida, IRBLleida, Lleida, Spain.
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41
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Liu Y, Lu Q. Extracellular vesicle microRNAs: biomarker discovery in various diseases based on RT-qPCR. Biomark Med 2016; 9:791-805. [PMID: 26287938 DOI: 10.2217/bmm.15.45] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
In recent years, biomarker discovery based on extracellular microRNAs (miRNAs), especially exosome miRNAs, has drawn wide attention. While exosome isolation and identification technologies are increasingly sophisticated, the preanalytical process of exosome miRNAs seems to be no longer a crucial problem. Though next-generation sequencing, microarray and digital PCR have been recommended as good downstream analytical platforms for exosome miRNA quantification, they are still more constrained in clinical utility compared with RT-qPCR method at present. In this review, we will trace back to the origin and summarize current studies of biomarker discovery based on extracellular vesicle miRNAs, and provide an overview and latest developments of RT-qPCR-based data normalization, in order to further assist the development of translational medicine.
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Affiliation(s)
- Ying Liu
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, Second Xiangya Hospital, Central South University, #139 Renmin Middle Rd, Changsha, Hunan 410011, PR China
| | - Qianjin Lu
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, Second Xiangya Hospital, Central South University, #139 Renmin Middle Rd, Changsha, Hunan 410011, PR China
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42
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Jacobsen KS, Nielsen KO, Winther TN, Glebe D, Pociot F, Hogh B. Identification of valid reference genes for microRNA expression studies in a hepatitis B virus replicating liver cell line. BMC Res Notes 2016; 9:38. [PMID: 26801621 PMCID: PMC4724106 DOI: 10.1186/s13104-016-1848-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 01/08/2016] [Indexed: 12/22/2022] Open
Abstract
Background MicroRNAs are regulatory molecules and suggested as non-invasive biomarkers for molecular diagnostics and prognostics. Altered expression levels of specific microRNAs are associated with hepatitis B virus infection and hepatocellular carcinoma. We previously identified differentially expressed microRNAs with liver-specific target genes in plasma from children with chronic hepatitis B. To further understand the biological role of these microRNAs in the pathogenesis of chronic hepatitis B, we have used the human liver cell line HepG2, with and without HBV replication, after transfection of hepatitis B virus expression vectors. RT-qPCR is the preferred method for microRNA studies, and a careful normalisation strategy, verifying the optimal set of reference genes, is decisive for correctly evaluating microRNA expression levels. The aim of this study was to provide valid reference genes for the human HCC-derived cell line HepG2. Results A panel of 739 microRNAs was screened to identify the most stably expressed microRNAs, followed by a PubMed search identifying microRNAs previously used as reference genes. Sixteen candidate reference genes were validated by RT-qPCR. Reference gene stabilities were calculated first by standard deviations of ΔCt values and then by geNorm and NormFinder analyses, taking into account the amplification efficiency of each microRNA primer set. The optimal set of reference genes was verified by a target analysis using RT-qPCR on miR-215-5p. Conclusion We identified miR-24-3p, miR-151a-5p, and miR-425-5p as the most valid combination of reference genes for microRNA RT-qPCR studies in our hepatitis B virus replicating HepG2 cell model. Electronic supplementary material The online version of this article (doi:10.1186/s13104-016-1848-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kari Stougaard Jacobsen
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark. .,Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Kirstine Overgaard Nielsen
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark. .,Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Thilde Nordmann Winther
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Dieter Glebe
- Institute of Medical Virology, National Reference Center for Hepatitis B and D Viruses, German Center for Infection Research, Biomedical Research Center Seltersberg, Justus-Liebig University Giessen, Giessen, Germany.
| | - Flemming Pociot
- Department of Paediatrics and Center for Non-Coding RNA in Technology and Health, Herlev Hospital, University of Copenhagen, Copenhagen, Denmark.
| | - Birthe Hogh
- Department of Paediatrics, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark.
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Rao VT, Ludwin SK, Fuh SC, Sawaya R, Moore CS, Ho MK, Bedell BJ, Sarnat HB, Bar-Or A, Antel JP. MicroRNA Expression Patterns in Human Astrocytes in Relation to Anatomical Location and Age. J Neuropathol Exp Neurol 2016; 75:156-66. [DOI: 10.1093/jnen/nlv016] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
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Relationship of cell-free urine MicroRNA with lupus nephritis in children. Pediatr Rheumatol Online J 2016; 14:4. [PMID: 26762103 PMCID: PMC4712603 DOI: 10.1186/s12969-016-0064-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Accepted: 01/10/2016] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND MicroRNAs (miRNAs) are involved in the post-transcriptional regulation of genes. The objective of this study was to investigate whether select urinary cell-free microRNA's may serve as biomarkers in children with active lupus nephritis (LN) and to assess their relationship to the recently identified combinatorial urine biomarkers, a.k.a. the LN-Panel (neutrophil gelatinase associated lipocalin, monocyte chemotactic protein 1, transferrin, and beta-trace protein). METHODS miRNAs (125a, 127, 146a, 150 and 155) were measured using real-time polymerase chain reaction in the urine pellet (PEL) and supernatant (SUP) in 14 patients with active LN, 10 patients with active extra-renal lupus, and 10 controls. The concentrations of the LN-Panel biomarkers (neutrophil gelatinase associated lipocalin, monocyte chemotactic protein-1, transferrin, beta-trace protein) was assayed. Traditional laboratory and clinical measures of LN and lupus (complements, protein to creatinine ratio; Systemic Lupus Erythematosus Disease Activity Index) were also measured. RESULTS All tested miRNAs in the SUP, but not the PEL, were associated with the LN-Panel biomarkers (0.3 < |r Pearson| < 0.73; p < 0.05), miRNA125a, miRNA127,miRNA146a also with C3 and dsDNA antibody levels (|r Pearson| > 0.24; p < 0.05), and miRNA146a with the renal domain of the SLEDAI (|r Pearson| = 0.32; p < 0.05). Mean miRNA levels of patients with active LN did not statistically (P > 0.05) differ from those of SLE patients without LN or controls. CONCLUSION Levels of cell-free miR-125a, miR-150, and miR-155 in the urine supernatant are associated with the expression of LN-Panel biomarkers and some LN measures. These miRNA's may complement, but are unlikely superior to the LN-Panel for estimating concurrent LN activity.
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45
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Circulating cell-free microRNAs as biomarkers for colorectal cancer. Surg Today 2016; 46:13-24. [PMID: 25712224 DOI: 10.1007/s00595-015-1138-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 02/11/2015] [Indexed: 02/07/2023]
Abstract
MicroRNAs (miRNAs) are a class of small, endogenous, non-coding, single-stranded RNAs that act as post-transcriptional regulators. Their discovery has provided new avenues for the diagnosis and treatment of cancer. The expression of both oncogenic and tumor suppressor miRNAs can be aberrantly either up- or down-regulated in cancer cells. These miRNAs target mRNAs of genes that either promote or inhibit tumor growth, and are one of several epigenetic factors that control the initiation and progression of colorectal cancer (CRC) and other cancers. Investigations of miRNAs as CRC biomarkers have employed the expression profiling of traditional tissue samples and, more recently, non-invasive samples, such as feces and body fluids, have been analyzed. MiRNAs may also be able to predict responses to chemo- and radiotherapy, and may be manipulated to modify CRC characteristics. We herein discuss the use of circulating miRNAs as possible non-invasive biomarkers of early CRC onset, relapse, or response to treatment. We also discuss the obstacles that currently limit the routine use of epigenetic biomarkers in clinical settings.
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Repetto E, Lichtenstein L, Hizir Z, Tekaya N, Benahmed M, Ruidavets JB, Zaragosi LE, Perret B, Bouchareychas L, Genoux A, Lotte R, Ruimy R, Ferrières J, Barbry P, Martinez LO, Trabucchi M. RNY-derived small RNAs as a signature of coronary artery disease. BMC Med 2015; 13:259. [PMID: 26449324 PMCID: PMC4599655 DOI: 10.1186/s12916-015-0489-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 09/16/2015] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Data from next generation sequencing technologies uncovered the existence of many classes of small RNAs. Recent studies reported that small RNAs are released by cells and can be detected in the blood. In this report, we aimed to discover the occurrence of novel circulating small RNAs in coronary artery disease (CAD). METHODS We used high-throughput sequencing of small RNAs from human and mouse apoptotic primary macrophages, and analyzed the data by empirical Bayes moderated t-statistics to assess differential expression and the Benjamini and Hochberg method to control the false discovery rate. Results were then confirmed by Northern blot and RT-qPCR in foam cells and in two animal models for atherosclerosis, namely ApoE(-/-) and Ldlr(-/-) mouse lines. Quantitative RT-PCR to detect identified small RNAs, the RNY-derived small RNAs, was performed using sera of 263 patients with CAD compared to 514 matched healthy controls; the Student t-test was applied to statistically assess differences. Associations of small RNAs with clinical characteristics and biological markers were tested using Spearman's rank correlations, while multivariate logistic regressions were performed to test the statistical association of small RNA levels with CAD. RESULTS Here, we report that, in macrophages stimulated with pro-apoptotic or pro-atherogenic stimuli, the Ro-associated non-coding RNAs, called RNYs or Y-RNAs, are processed into small RNAs (~24-34 nt) referred to as small-RNYs (s-RNYs), including s-RNY1-5p processed from RNY1. A significant upregulation of s-RNY expression was found in aortic arches and blood plasma from ApoE(-/-) and Ldlr(-/-) mice and in serum from CAD patients (P <0.001). Biostatistical analysis revealed a positive association of s-RNY1-5p with hs-CRP and ApoB levels; however, no statistical interaction was found between either of these two markers and s-RNY1-5p in relation to the CAD status. Levels of s-RNY1-5p were also independent from statin and fibrate therapies. CONCLUSION Our results position the s-RNY1-5p as a relevant novel independent diagnostic biomarker for atherosclerosis-related diseases. Measurement of circulating s-RNY expression would be a valuable companion diagnostic to monitor foam cell apoptosis during atherosclerosis pathogenesis and to evaluate patient's responsiveness to future therapeutic strategies aiming to attenuate apoptosis in foam cells in advanced atherosclerotic lesions.
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Affiliation(s)
- Emanuela Repetto
- INSERM U1065 and University of Nice Sophia Antipolis, Centre Méditerranéen de Médecine Moléculaire (C3M), Team 10 "Control of Gene Expression", F-06204, Nice, France.
| | - Laeticia Lichtenstein
- INSERM UMR 1048, Toulouse, 31000, France.,Université de Toulouse III, UMR 1048, Toulouse, 31300, France
| | - Zoheir Hizir
- INSERM U1065 and University of Nice Sophia Antipolis, Centre Méditerranéen de Médecine Moléculaire (C3M), Team 10 "Control of Gene Expression", F-06204, Nice, France
| | - Nedra Tekaya
- INSERM U1065 and University of Nice Sophia Antipolis, Centre Méditerranéen de Médecine Moléculaire (C3M), Team 10 "Control of Gene Expression", F-06204, Nice, France
| | | | | | | | - Bertrand Perret
- INSERM UMR 1048, Toulouse, 31000, France.,Université de Toulouse III, UMR 1048, Toulouse, 31300, France.,CHU de Toulouse, Hôpital Purpan, Toulouse, France
| | - Laura Bouchareychas
- Sorbonne Universités, UPMC Université Paris 06, UMR_S 1166, ICAN, Integrative Biology of Atherosclerosis Team, Paris, F-75005, France
| | - Annelise Genoux
- INSERM UMR 1048, Toulouse, 31000, France.,Université de Toulouse III, UMR 1048, Toulouse, 31300, France.,CHU de Toulouse, Hôpital Purpan, Toulouse, France
| | | | | | - Jean Ferrières
- INSERM U1027, Faculté de Médecine, Toulouse, 31073, France.,CHU de Toulouse, Hôpital Purpan, Toulouse, France
| | - Pascal Barbry
- CNRS and University of Nice Sophia Antipolis, IPMC, Sophia Antipolis, Nice, France
| | - Laurent O Martinez
- INSERM UMR 1048, Toulouse, 31000, France.,Université de Toulouse III, UMR 1048, Toulouse, 31300, France.,CHU de Toulouse, Hôpital Purpan, Toulouse, France
| | - Michele Trabucchi
- INSERM U1065 and University of Nice Sophia Antipolis, Centre Méditerranéen de Médecine Moléculaire (C3M), Team 10 "Control of Gene Expression", F-06204, Nice, France.
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Schwarzenbach H, da Silva AM, Calin G, Pantel K. Data Normalization Strategies for MicroRNA Quantification. Clin Chem 2015; 61:1333-42. [PMID: 26408530 DOI: 10.1373/clinchem.2015.239459] [Citation(s) in RCA: 344] [Impact Index Per Article: 38.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Accepted: 08/25/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND Different technologies, such as quantitative real-time PCR or microarrays, have been developed to measure microRNA (miRNA) expression levels. Quantification of miRNA transcripts implicates data normalization using endogenous and exogenous reference genes for data correction. However, there is no consensus about an optimal normalization strategy. The choice of a reference gene remains problematic and can have a serious impact on the actual available transcript levels and, consequently, on the biological interpretation of data. CONTENT In this review article we discuss the reliability of the use of small RNAs, commonly reported in the literature as miRNA expression normalizers, and compare different strategies used for data normalization. SUMMARY A workflow strategy is proposed for normalization of miRNA expression data in an attempt to provide a basis for the establishment of a global standard procedure that will allow comparison across studies.
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Affiliation(s)
- Heidi Schwarzenbach
- Department of Tumour Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andreia Machado da Silva
- Department of Experimental Therapeutics and The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX; Instituto de Investigação em Saúde, Universidade do Porto, Porto, Portugal; INEB, Institute of Biomedical Engineering, Universidade do Porto, Porto, Portugal
| | - George Calin
- Department of Experimental Therapeutics and The Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Klaus Pantel
- Department of Tumour Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany;
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Hromadnikova I, Kotlabova K, Hympanova L, Krofta L. Cardiovascular and Cerebrovascular Disease Associated microRNAs Are Dysregulated in Placental Tissues Affected with Gestational Hypertension, Preeclampsia and Intrauterine Growth Restriction. PLoS One 2015; 10:e0138383. [PMID: 26394310 PMCID: PMC4579085 DOI: 10.1371/journal.pone.0138383] [Citation(s) in RCA: 94] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 08/28/2015] [Indexed: 01/13/2023] Open
Abstract
Aims To demonstrate that pregnancy-related complications are associated with alterations in cardiovascular and cerebrovascular microRNA expression. Gene expression of 32 microRNAs (miR-1-3p, miR-16-5p, miR-17-5p, miR-20a-5p, miR-20b-5p, miR-21-5p, miR-23a-3p, miR-24-3p, miR-26a-5p, miR-29a-3p, miR-33a-5p, miR-92a-3p, miR-100-5p, miR-103a-3p, miR-122-5p, miR-125b-5p, miR-126-3p, miR-130b-3p, miR-133a-3p, miR-143-3p, miR-145-5p, miR-146a-5p, miR-155-5p, miR-181a-5p, miR-195-5p, miR-199a-5p, miR-208a-3p, miR-210-3p, miR-221-3p, miR-342-3p, miR-499a-5p, and miR-574-3p) was assessed in placental tissues, compared between groups (35 gestational hypertension, 80 preeclampsia, 35 intrauterine growth restriction and 20 normal pregnancies) and correlated with the severity of the disease with respect to clinical signs, delivery date, and Doppler ultrasound parameters. Initially, selection and validation of endogenous controls for microRNA expression studies in placental tissues affected by pregnancy-related complications have been carried out. Results The expression profile of microRNAs was different between pregnancy-related complications and controls. The up-regulation of miR-499a-5p was a common phenomenon shared between gestational hypertension, preeclampsia, and intrauterine growth restriction. Preeclamptic pregnancies delivering after 34 weeks of gestation and IUGR with abnormal values of flow rate in the umbilical artery demonstrated up-regulation of miR-1-3b. Preeclampsia and IUGR requiring termination of gestation before 34 weeks of gestation were associated with down-regulation of miR-26a-5p, miR-103a-3p and miR-145-5p. On the other hand, some of microRNAs (miR-16-5p, miR-100-5p, miR-122-5p, miR-125b-5p, miR-126-3p, miR-143-3p, miR-195-5p, miR-199a-5p, miR-221-3p, miR-342-3p, and miR-574-3p) were only down-regulated or showed a trend to down-regulation just in intrauterine growth restriction pregnancies requiring the delivery before 34 weeks of gestation. Conclusion Epigenetic changes induced by pregnancy-related complications in placental tissue may cause later onset of cardiovascular and cerebrovascular diseases in offspring.
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Affiliation(s)
- Ilona Hromadnikova
- Department of Molecular Biology and Cell Pathology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- * E-mail:
| | - Katerina Kotlabova
- Department of Molecular Biology and Cell Pathology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Lucie Hympanova
- Department of Molecular Biology and Cell Pathology, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Institute for the Care of the Mother and Child, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ladislav Krofta
- Institute for the Care of the Mother and Child, Third Faculty of Medicine, Charles University, Prague, Czech Republic
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Brany D, Dvorska D, Nachajova M, Slavik P, Burjanivova T. Malignant tumors of the uterine corpus: molecular background of their origin. Tumour Biol 2015; 36:6615-21. [DOI: 10.1007/s13277-015-3824-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 07/20/2015] [Indexed: 12/21/2022] Open
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Ayakannu T, Taylor AH, Willets JM, Brown L, Lambert DG, McDonald J, Davies Q, Moss EL, Konje JC. Validation of endogenous control reference genes for normalizing gene expression studies in endometrial carcinoma. Mol Hum Reprod 2015; 21:723-35. [PMID: 26124453 DOI: 10.1093/molehr/gav033] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 06/01/2015] [Indexed: 01/21/2023] Open
Abstract
Real-time quantitative RT-PCR (qRT-PCR) is a powerful technique used for the relative quantification of target genes, using reference (housekeeping) genes for normalization to ensure the generation of accurate and robust data. A systematic examination of the suitability of endogenous reference genes for gene expression studies in endometrial cancer tissues is absent. The aims of this study were therefore to identify and evaluate from the thirty-two possible reference genes from a TaqMan(®) array panel their suitability as an internal control gene. The mathematical software packages geNorm qBasePLUS identified Pumilio homolog 1 (Drosophila) (PUM1), ubiquitin C (UBC), phosphoglycerate kinase (PGK1), mitochondrial ribosomal protein L19 (MRPL19) and peptidylpropyl isomerase A (cyclophilin A) (PPIA) as the best reference gene combination, whilst NormFinder identified MRPL19 as the best single reference gene, with importin 8 (IPO8) and PPIA being the best combination of two reference genes. BestKeeper ranked MRPL19 as the most stably expressed gene. In addition, the study was validated by examining the relative expression of a test gene, which encodes the cannabinoid receptor 1 (CB1). A significant difference in CB1 mRNA expression between malignant and normal endometrium using MRPL19, PPIA, and IP08 in combination was observed. The use of MRPL19, IPO8 and PPIA was identified as the best reference gene combination for the normalization of gene expression levels in endometrial carcinoma. This study demonstrates that the arbitrary selection of endogenous control reference genes for normalization in qRT-PCR studies of endometrial carcinoma, without validation, risks the production of inaccurate data and should therefore be discouraged.
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Affiliation(s)
- Thangesweran Ayakannu
- Reproductive Sciences Section, Department of Cancer Studies and Molecular Medicine, University of Leicester, Leicester LE2 7LX, UK
| | - Anthony H Taylor
- Reproductive Sciences Section, Department of Cancer Studies and Molecular Medicine, University of Leicester, Leicester LE2 7LX, UK Biosciences, School of Science and Technology, Nottingham Trent University, Clifton Campus, Nottingham, NG11 8NS
| | - Jonathon M Willets
- Reproductive Sciences Section, Department of Cancer Studies and Molecular Medicine, University of Leicester, Leicester LE2 7LX, UK
| | - Laurence Brown
- Histopathology Department, University Hospital of Leicester NHS Trust, Leicester Royal Infirmary, Leicester LE1 5WW, UK
| | - David G Lambert
- Division of Anaesthetics, Critical Care and Pain Management, Department of Cardiovascular Sciences, University of Leicester, Leicester LE2 7LX, UK
| | - John McDonald
- Division of Anaesthetics, Critical Care and Pain Management, Department of Cardiovascular Sciences, University of Leicester, Leicester LE2 7LX, UK
| | - Quentin Davies
- Gynaecology Oncology Department, University Hospital of Leicester NHS Trust, Leicester Royal Infirmary, Leicester LE1 5WW, UK
| | - Esther L Moss
- Gynaecology Oncology Department, University Hospital of Leicester NHS Trust, Leicester Royal Infirmary, Leicester LE1 5WW, UK
| | - Justin C Konje
- Reproductive Sciences Section, Department of Cancer Studies and Molecular Medicine, University of Leicester, Leicester LE2 7LX, UK Department of Obstetrics and Gynaecology, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
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